Overview
Brought to you by YData
Dataset statistics
| Number of variables | 67 |
|---|---|
| Number of observations | 4346 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 6.4 MiB |
| Average record size in memory | 1.5 KiB |
Variable types
| Text | 5 |
|---|---|
| Categorical | 32 |
| Numeric | 18 |
| DateTime | 3 |
| Boolean | 9 |
Type has constant value "0" | Constant |
Claim_amount is highly overall correlated with Deductibles and 6 other fields | High correlation |
Deductibles is highly overall correlated with Claim_amount and 4 other fields | High correlation |
Depreciation is highly overall correlated with Insured_amount and 3 other fields | High correlation |
Insurance_settlement_amount is highly overall correlated with Claim_amount and 6 other fields | High correlation |
Insured_amount is highly overall correlated with Claim_amount and 8 other fields | High correlation |
Premium_amount is highly overall correlated with Claim_amount and 6 other fields | High correlation |
Repair_Cost is highly overall correlated with Claim_amount and 6 other fields | High correlation |
Repair_estimates is highly overall correlated with Claim_amount and 6 other fields | High correlation |
Salvage_value is highly overall correlated with Depreciation and 2 other fields | High correlation |
Vehicle_value_market_value is highly overall correlated with Claim_amount and 7 other fields | High correlation |
Policy_number has unique values | Unique |
Vehicle_value_market_value has unique values | Unique |
Repair_estimates has unique values | Unique |
Repair_Cost has unique values | Unique |
Depreciation has unique values | Unique |
Salvage_value has unique values | Unique |
Driving_License has unique values | Unique |
RC_Book has unique values | Unique |
Driver_license has unique values | Unique |
Previous_claims has 742 (17.1%) zeros | Zeros |
Reproduction
| Analysis started | 2025-03-22 16:55:23.782804 |
|---|---|
| Analysis finished | 2025-03-22 16:56:45.344932 |
| Duration | 1 minute and 21.56 seconds |
| Software version | ydata-profiling vv4.15.1 |
| Download configuration | config.json |
Variables
Policy_number
Text
Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 288.6 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 11 |
| Min length | 11 |
Unique
| Unique | 4346 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | POL91142091 |
|---|---|
| 2nd row | POL99025488 |
| 3rd row | POL23635842 |
| 4th row | POL67645878 |
| 5th row | POL63547538 |
| Value | Count | Frequency (%) |
| pol91142091 | 1 | < 0.1% |
| pol59745890 | 1 | < 0.1% |
| pol31065756 | 1 | < 0.1% |
| pol68397232 | 1 | < 0.1% |
| pol23635842 | 1 | < 0.1% |
| pol67645878 | 1 | < 0.1% |
| pol63547538 | 1 | < 0.1% |
| pol63652428 | 1 | < 0.1% |
| pol79963512 | 1 | < 0.1% |
| pol95930571 | 1 | < 0.1% |
| Other values (4336) | 4336 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 4346 | |
| O | 4346 | |
| L | 4346 | |
| 6 | 3629 | 7.6% |
| 3 | 3567 | 7.5% |
| 4 | 3542 | 7.4% |
| 0 | 3481 | 7.3% |
| 9 | 3479 | 7.3% |
| 2 | 3450 | 7.2% |
| 8 | 3437 | 7.2% |
| Other values (3) | 10183 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 47806 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| P | 4346 | |
| O | 4346 | |
| L | 4346 | |
| 6 | 3629 | 7.6% |
| 3 | 3567 | 7.5% |
| 4 | 3542 | 7.4% |
| 0 | 3481 | 7.3% |
| 9 | 3479 | 7.3% |
| 2 | 3450 | 7.2% |
| 8 | 3437 | 7.2% |
| Other values (3) | 10183 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 47806 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| P | 4346 | |
| O | 4346 | |
| L | 4346 | |
| 6 | 3629 | 7.6% |
| 3 | 3567 | 7.5% |
| 4 | 3542 | 7.4% |
| 0 | 3481 | 7.3% |
| 9 | 3479 | 7.3% |
| 2 | 3450 | 7.2% |
| 8 | 3437 | 7.2% |
| Other values (3) | 10183 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 47806 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| P | 4346 | |
| O | 4346 | |
| L | 4346 | |
| 6 | 3629 | 7.6% |
| 3 | 3567 | 7.5% |
| 4 | 3542 | 7.4% |
| 0 | 3481 | 7.3% |
| 9 | 3479 | 7.3% |
| 2 | 3450 | 7.2% |
| 8 | 3437 | 7.2% |
| Other values (3) | 10183 |
Type
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4346 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4346 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4346 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1486 | |
| 2 | 1439 | |
| 0 | 1421 |
Coverage_Add_Ons
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 4 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 904 | |
| 1 | 873 | |
| 4 | 871 | |
| 2 | 850 | |
| 3 | 848 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1497 | |
| 2 | 1444 | |
| 0 | 1405 |
Insured_amount
Real number (ℝ)
High correlation 
| Distinct | 4341 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1004247.6 |
| Minimum | 200108 |
|---|---|
| Maximum | 1999703 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 200108 |
|---|---|
| 5-th percentile | 282840.25 |
| Q1 | 586583.25 |
| median | 986946.5 |
| Q3 | 1393596.8 |
| 95-th percentile | 1825365.8 |
| Maximum | 1999703 |
| Range | 1799595 |
| Interquartile range (IQR) | 807013.5 |
Descriptive statistics
| Standard deviation | 484971.36 |
|---|---|
| Coefficient of variation (CV) | 0.4829201 |
| Kurtosis | -1.0470319 |
| Mean | 1004247.6 |
| Median Absolute Deviation (MAD) | 404298 |
| Skewness | 0.17989964 |
| Sum | 4.3644602 × 109 |
| Variance | 2.3519722 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1489199 | 2 | < 0.1% |
| 1553777 | 2 | < 0.1% |
| 1475051 | 2 | < 0.1% |
| 1027162 | 2 | < 0.1% |
| 556229 | 2 | < 0.1% |
| 752363 | 1 | < 0.1% |
| 269457 | 1 | < 0.1% |
| 674856 | 1 | < 0.1% |
| 656823 | 1 | < 0.1% |
| 318301 | 1 | < 0.1% |
| Other values (4331) | 4331 |
| Value | Count | Frequency (%) |
| 200108 | 1 | |
| 200453 | 1 | |
| 200724 | 1 | |
| 200802 | 1 | |
| 201441 | 1 | |
| 201827 | 1 | |
| 202299 | 1 | |
| 203205 | 1 | |
| 203215 | 1 | |
| 203280 | 1 |
| Value | Count | Frequency (%) |
| 1999703 | 1 | |
| 1998589 | 1 | |
| 1998462 | 1 | |
| 1998183 | 1 | |
| 1995837 | 1 | |
| 1995534 | 1 | |
| 1993575 | 1 | |
| 1992828 | 1 | |
| 1992787 | 1 | |
| 1990502 | 1 |
Premium_amount
Real number (ℝ)
High correlation 
| Distinct | 4169 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0 |
| Minimum | -1.4584839 |
|---|---|
| Maximum | 3.1764167 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2537 |
| Negative (%) | 58.4% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.4584839 |
|---|---|
| 5-th percentile | -1.2369283 |
| Q1 | -0.79817476 |
| median | -0.23474288 |
| Q3 | 0.63874269 |
| 95-th percentile | 1.973352 |
| Maximum | 3.1764167 |
| Range | 4.6349006 |
| Interquartile range (IQR) | 1.4369175 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | nan |
| Kurtosis | -0.081381812 |
| Mean | 0 |
| Median Absolute Deviation (MAD) | 0.66339956 |
| Skewness | 0.8039111 |
| Sum | 3.952394 × 10-14 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.08601747913 | 3 | 0.1% |
| -0.3505766045 | 3 | 0.1% |
| -0.7843776445 | 3 | 0.1% |
| -0.010394246 | 3 | 0.1% |
| -0.841479868 | 3 | 0.1% |
| -0.6217604429 | 3 | 0.1% |
| 0.5511626744 | 2 | < 0.1% |
| -0.5503826636 | 2 | < 0.1% |
| 0.1103273025 | 2 | < 0.1% |
| -1.28009115 | 2 | < 0.1% |
| Other values (4159) | 4320 |
| Value | Count | Frequency (%) |
| -1.458483875 | 1 | |
| -1.457656307 | 1 | |
| -1.443484197 | 1 | |
| -1.442760074 | 1 | |
| -1.423932892 | 1 | |
| -1.41808819 | 1 | |
| -1.415967546 | 1 | |
| -1.409657336 | 1 | |
| -1.408674599 | 1 | |
| -1.402674727 | 1 |
| Value | Count | Frequency (%) |
| 3.176416709 | 1 | |
| 3.162968722 | 1 | |
| 3.15200344 | 1 | |
| 3.144141539 | 1 | |
| 3.140676096 | 1 | |
| 3.119573101 | 1 | |
| 3.093142633 | 1 | |
| 3.090556482 | 1 | |
| 3.086832424 | 1 | |
| 3.079280862 | 1 |
Issuance_date
Date
| Distinct | 366 |
|---|---|
| Distinct (%) | 8.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.9 KiB |
| Minimum | 2024-03-18 00:00:00 |
|---|---|
| Maximum | 2025-03-18 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2178 | |
| 0 | 2168 |
Payment_Frequency
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | |
| 4 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 0 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 910 | |
| 1 | 891 | |
| 2 | 858 | |
| 4 | 849 | |
| 3 | 838 |
| Distinct | 726 |
|---|---|
| Distinct (%) | 16.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.9 KiB |
| Minimum | 2025-03-19 00:00:00 |
|---|---|
| Maximum | 2027-03-18 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Claimant_age
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.88081 |
| Minimum | 18 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 31 |
| median | 44 |
| Q3 | 57 |
| 95-th percentile | 68 |
| Maximum | 70 |
| Range | 52 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 15.19109 |
|---|---|
| Coefficient of variation (CV) | 0.34618983 |
| Kurtosis | -1.1844569 |
| Mean | 43.88081 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.019610813 |
| Sum | 190706 |
| Variance | 230.76922 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 110 | 2.5% |
| 47 | 101 | 2.3% |
| 32 | 99 | 2.3% |
| 34 | 98 | 2.3% |
| 19 | 96 | 2.2% |
| 69 | 95 | 2.2% |
| 49 | 94 | 2.2% |
| 66 | 94 | 2.2% |
| 54 | 94 | 2.2% |
| 53 | 93 | 2.1% |
| Other values (43) | 3372 |
| Value | Count | Frequency (%) |
| 18 | 77 | |
| 19 | 96 | |
| 20 | 69 | |
| 21 | 76 | |
| 22 | 76 | |
| 23 | 79 | |
| 24 | 90 | |
| 25 | 81 | |
| 26 | 90 | |
| 27 | 59 |
| Value | Count | Frequency (%) |
| 70 | 75 | |
| 69 | 95 | |
| 68 | 72 | |
| 67 | 69 | |
| 66 | 94 | |
| 65 | 79 | |
| 64 | 78 | |
| 63 | 82 | |
| 62 | 75 | |
| 61 | 83 |
Claimant_driver_history
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 295.7 KiB |
| 1 accident | |
|---|---|
| Clean | |
| 2 minor accidents | |
| One speeding ticket |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 12.675564 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 accident |
|---|---|
| 2nd row | 2 minor accidents |
| 3rd row | Clean |
| 4th row | One speeding ticket |
| 5th row | 2 minor accidents |
Common Values
| Value | Count | Frequency (%) |
| 1 accident | 1104 | |
| Clean | 1100 | |
| 2 minor accidents | 1075 | |
| One speeding ticket | 1067 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1104 | |
| accident | 1104 | |
| clean | 1100 | |
| 2 | 1075 | |
| minor | 1075 | |
| accidents | 1075 | |
| one | 1067 | |
| speeding | 1067 | |
| ticket | 1067 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7547 | |
| n | 6488 | |
| c | 5425 | |
| 5388 | ||
| i | 5388 | |
| t | 4313 | |
| a | 3279 | 6.0% |
| d | 3246 | 5.9% |
| s | 2142 | 3.9% |
| 1 | 1104 | 2.0% |
| Other values (10) | 10768 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 55088 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 7547 | |
| n | 6488 | |
| c | 5425 | |
| 5388 | ||
| i | 5388 | |
| t | 4313 | |
| a | 3279 | 6.0% |
| d | 3246 | 5.9% |
| s | 2142 | 3.9% |
| 1 | 1104 | 2.0% |
| Other values (10) | 10768 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 55088 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 7547 | |
| n | 6488 | |
| c | 5425 | |
| 5388 | ||
| i | 5388 | |
| t | 4313 | |
| a | 3279 | 6.0% |
| d | 3246 | 5.9% |
| s | 2142 | 3.9% |
| 1 | 1104 | 2.0% |
| Other values (10) | 10768 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 55088 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 7547 | |
| n | 6488 | |
| c | 5425 | |
| 5388 | ||
| i | 5388 | |
| t | 4313 | |
| a | 3279 | 6.0% |
| d | 3246 | 5.9% |
| s | 2142 | 3.9% |
| 1 | 1104 | 2.0% |
| Other values (10) | 10768 |
Vehicle_condition
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2229 | |
| 0 | 2117 |
Vehicle_value_market_value
Real number (ℝ)
High correlation  Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.8286488 × 10-17 |
| Minimum | -1.5985397 |
|---|---|
| Maximum | 3.39112 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2406 |
| Negative (%) | 55.4% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.5985397 |
|---|---|
| 5-th percentile | -1.3447857 |
| Q1 | -0.7970125 |
| median | -0.15084729 |
| Q3 | 0.67914552 |
| 95-th percentile | 1.863378 |
| Maximum | 3.39112 |
| Range | 4.9896597 |
| Interquartile range (IQR) | 1.476158 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | 1.1328065 × 1016 |
| Kurtosis | -0.14088383 |
| Mean | 8.8286488 × 10-17 |
| Median Absolute Deviation (MAD) | 0.71597388 |
| Skewness | 0.64892893 |
| Sum | 3.539391 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.136914631 | 1 | < 0.1% |
| -0.4915389816 | 1 | < 0.1% |
| -1.177561869 | 1 | < 0.1% |
| 0.7180126071 | 1 | < 0.1% |
| 0.8884618417 | 1 | < 0.1% |
| -0.106552078 | 1 | < 0.1% |
| 0.3767306061 | 1 | < 0.1% |
| -0.4483235273 | 1 | < 0.1% |
| -1.061619095 | 1 | < 0.1% |
| -1.204931932 | 1 | < 0.1% |
| Other values (4336) | 4336 |
| Value | Count | Frequency (%) |
| -1.598539653 | 1 | |
| -1.591589039 | 1 | |
| -1.591487472 | 1 | |
| -1.580184523 | 1 | |
| -1.575394533 | 1 | |
| -1.572761281 | 1 | |
| -1.571551569 | 1 | |
| -1.564421513 | 1 | |
| -1.561832832 | 1 | |
| -1.561571016 | 1 |
| Value | Count | Frequency (%) |
| 3.391120036 | 1 | |
| 3.345056984 | 1 | |
| 3.344919082 | 1 | |
| 3.302176458 | 1 | |
| 3.297607849 | 1 | |
| 3.261097341 | 1 | |
| 3.169311903 | 1 | |
| 3.159476679 | 1 | |
| 3.136914631 | 1 | |
| 3.127073204 | 1 |
Vehicle_type_sedan_SUV_etc
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 2 | |
|---|---|
| 0 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1473 | |
| 0 | 1438 | |
| 1 | 1435 |
Vehicle_history_accident_repair_history
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 284.4 KiB |
| No accidents | |
|---|---|
| 1 accident | |
| 1 repair |
Length
| Max length | 12 |
|---|---|
| Median length | 10 |
| Mean length | 10.003221 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 accident |
|---|---|
| 2nd row | No accidents |
| 3rd row | 1 repair |
| 4th row | 1 accident |
| 5th row | 1 repair |
Common Values
| Value | Count | Frequency (%) |
| No accidents | 1452 | |
| 1 accident | 1449 | |
| 1 repair | 1445 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2894 | |
| no | 1452 | |
| accidents | 1452 | |
| accident | 1449 | |
| repair | 1445 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 5802 | |
| 4346 | ||
| a | 4346 | |
| i | 4346 | |
| e | 4346 | |
| d | 2901 | |
| n | 2901 | |
| t | 2901 | |
| 1 | 2894 | |
| r | 2890 | |
| Other values (4) | 5801 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 43474 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 5802 | |
| 4346 | ||
| a | 4346 | |
| i | 4346 | |
| e | 4346 | |
| d | 2901 | |
| n | 2901 | |
| t | 2901 | |
| 1 | 2894 | |
| r | 2890 | |
| Other values (4) | 5801 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 43474 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 5802 | |
| 4346 | ||
| a | 4346 | |
| i | 4346 | |
| e | 4346 | |
| d | 2901 | |
| n | 2901 | |
| t | 2901 | |
| 1 | 2894 | |
| r | 2890 | |
| Other values (4) | 5801 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 43474 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 5802 | |
| 4346 | ||
| a | 4346 | |
| i | 4346 | |
| e | 4346 | |
| d | 2901 | |
| n | 2901 | |
| t | 2901 | |
| 1 | 2894 | |
| r | 2890 | |
| Other values (4) | 5801 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2252 | |
| 0 | 2094 |
Insurance_coverage_type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2180 | |
| 1 | 2166 |
Odometer_reading
Real number (ℝ)
| Distinct | 4228 |
|---|---|
| Distinct (%) | 97.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54718.543 |
| Minimum | 10025 |
|---|---|
| Maximum | 99990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 10025 |
|---|---|
| 5-th percentile | 14384.5 |
| Q1 | 31711.75 |
| median | 54421.5 |
| Q3 | 77507.75 |
| 95-th percentile | 95513 |
| Maximum | 99990 |
| Range | 89965 |
| Interquartile range (IQR) | 45796 |
Descriptive statistics
| Standard deviation | 26047.14 |
|---|---|
| Coefficient of variation (CV) | 0.47602034 |
| Kurtosis | -1.2067349 |
| Mean | 54718.543 |
| Median Absolute Deviation (MAD) | 22904.5 |
| Skewness | 0.023154418 |
| Sum | 2.3780679 × 108 |
| Variance | 6.7845349 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14029 | 3 | 0.1% |
| 80438 | 3 | 0.1% |
| 91186 | 3 | 0.1% |
| 56122 | 2 | < 0.1% |
| 72620 | 2 | < 0.1% |
| 99571 | 2 | < 0.1% |
| 29022 | 2 | < 0.1% |
| 42593 | 2 | < 0.1% |
| 92328 | 2 | < 0.1% |
| 83570 | 2 | < 0.1% |
| Other values (4218) | 4323 |
| Value | Count | Frequency (%) |
| 10025 | 1 | |
| 10032 | 1 | |
| 10034 | 1 | |
| 10067 | 1 | |
| 10077 | 1 | |
| 10096 | 2 | |
| 10135 | 1 | |
| 10156 | 1 | |
| 10169 | 1 | |
| 10181 | 1 |
| Value | Count | Frequency (%) |
| 99990 | 1 | |
| 99961 | 1 | |
| 99932 | 1 | |
| 99908 | 1 | |
| 99896 | 1 | |
| 99881 | 1 | |
| 99871 | 1 | |
| 99824 | 2 | |
| 99807 | 1 | |
| 99797 | 1 |
Vehicle_safety_features
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 334.1 KiB |
| Airbags, ABS, EBD | |
|---|---|
| Airbags, ABS, Reverse Sensors | |
| Airbags, ABS | |
| Airbags, ABS, Parking Sensors |
Length
| Max length | 29 |
|---|---|
| Median length | 17 |
| Mean length | 21.731017 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Airbags, ABS |
|---|---|
| 2nd row | Airbags, ABS |
| 3rd row | Airbags, ABS |
| 4th row | Airbags, ABS, Parking Sensors |
| 5th row | Airbags, ABS |
Common Values
| Value | Count | Frequency (%) |
| Airbags, ABS, EBD | 1121 | |
| Airbags, ABS, Reverse Sensors | 1098 | |
| Airbags, ABS | 1067 | |
| Airbags, ABS, Parking Sensors | 1060 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| airbags | 4346 | |
| abs | 4346 | |
| sensors | 2158 | |
| ebd | 1121 | 7.9% |
| reverse | 1098 | 7.8% |
| parking | 1060 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9783 | ||
| s | 9760 | |
| A | 8692 | |
| r | 8662 | 9.2% |
| , | 7625 | 8.1% |
| S | 6504 | 6.9% |
| B | 5467 | 5.8% |
| e | 5452 | 5.8% |
| g | 5406 | 5.7% |
| a | 5406 | 5.7% |
| Other values (10) | 21686 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 94443 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9783 | ||
| s | 9760 | |
| A | 8692 | |
| r | 8662 | 9.2% |
| , | 7625 | 8.1% |
| S | 6504 | 6.9% |
| B | 5467 | 5.8% |
| e | 5452 | 5.8% |
| g | 5406 | 5.7% |
| a | 5406 | 5.7% |
| Other values (10) | 21686 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 94443 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9783 | ||
| s | 9760 | |
| A | 8692 | |
| r | 8662 | 9.2% |
| , | 7625 | 8.1% |
| S | 6504 | 6.9% |
| B | 5467 | 5.8% |
| e | 5452 | 5.8% |
| g | 5406 | 5.7% |
| a | 5406 | 5.7% |
| Other values (10) | 21686 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 94443 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9783 | ||
| s | 9760 | |
| A | 8692 | |
| r | 8662 | 9.2% |
| , | 7625 | 8.1% |
| S | 6504 | 6.9% |
| B | 5467 | 5.8% |
| e | 5452 | 5.8% |
| g | 5406 | 5.7% |
| a | 5406 | 5.7% |
| Other values (10) | 21686 |
Location
Text
| Distinct | 3784 |
|---|---|
| Distinct (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.2 KiB |
Length
| Max length | 23 |
|---|---|
| Median length | 20 |
| Mean length | 12.079613 |
| Min length | 6 |
Unique
| Unique | 3353 ? |
|---|---|
| Unique (%) | 77.2% |
Sample
| 1st row | Lake Michael |
|---|---|
| 2nd row | Atkinsontown |
| 3rd row | Port Vanessa |
| 4th row | Lake Stephanieville |
| 5th row | New James |
| Value | Count | Frequency (%) |
| new | 333 | 5.1% |
| east | 331 | 5.1% |
| west | 327 | 5.0% |
| lake | 319 | 4.9% |
| north | 301 | 4.6% |
| port | 299 | 4.6% |
| south | 293 | 4.5% |
| michael | 28 | 0.4% |
| christopher | 27 | 0.4% |
| jennifer | 18 | 0.3% |
| Other values (3010) | 4273 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5120 | 9.8% |
| r | 4109 | 7.8% |
| t | 4075 | 7.8% |
| a | 4070 | 7.8% |
| o | 3582 | 6.8% |
| h | 2969 | 5.7% |
| n | 2747 | 5.2% |
| i | 2584 | 4.9% |
| s | 2528 | 4.8% |
| 2203 | 4.2% | |
| Other values (42) | 18511 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52498 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5120 | 9.8% |
| r | 4109 | 7.8% |
| t | 4075 | 7.8% |
| a | 4070 | 7.8% |
| o | 3582 | 6.8% |
| h | 2969 | 5.7% |
| n | 2747 | 5.2% |
| i | 2584 | 4.9% |
| s | 2528 | 4.8% |
| 2203 | 4.2% | |
| Other values (42) | 18511 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52498 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5120 | 9.8% |
| r | 4109 | 7.8% |
| t | 4075 | 7.8% |
| a | 4070 | 7.8% |
| o | 3582 | 6.8% |
| h | 2969 | 5.7% |
| n | 2747 | 5.2% |
| i | 2584 | 4.9% |
| s | 2528 | 4.8% |
| 2203 | 4.2% | |
| Other values (42) | 18511 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52498 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5120 | 9.8% |
| r | 4109 | 7.8% |
| t | 4075 | 7.8% |
| a | 4070 | 7.8% |
| o | 3582 | 6.8% |
| h | 2969 | 5.7% |
| n | 2747 | 5.2% |
| i | 2584 | 4.9% |
| s | 2528 | 4.8% |
| 2203 | 4.2% | |
| Other values (42) | 18511 |
Nature_of_incident
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 1 | |
|---|---|
| 4 | |
| 0 | |
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 4 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 925 | |
| 4 | 895 | |
| 0 | 850 | |
| 3 | 841 | |
| 2 | 835 |
Incident_severity_level
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1476 | |
| 2 | 1442 | |
| 0 | 1428 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 3 | |
|---|---|
| 1 | |
| 0 | |
| 2 | |
| 4 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 882 | |
| 1 | 876 | |
| 0 | 876 | |
| 2 | 860 | |
| 4 | 852 |
Traffic_condition_at_the_time_of_incident
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 267.3 KiB |
| Light | |
|---|---|
| Heavy | |
| Moderate |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.9919466 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Moderate |
|---|---|
| 2nd row | Light |
| 3rd row | Light |
| 4th row | Moderate |
| 5th row | Heavy |
Common Values
| Value | Count | Frequency (%) |
| Light | 1466 | |
| Heavy | 1443 | |
| Moderate | 1437 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| light | 1466 | |
| heavy | 1443 | |
| moderate | 1437 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4317 | |
| t | 2903 | |
| a | 2880 | |
| L | 1466 | 5.6% |
| i | 1466 | 5.6% |
| g | 1466 | 5.6% |
| h | 1466 | 5.6% |
| H | 1443 | 5.5% |
| v | 1443 | 5.5% |
| y | 1443 | 5.5% |
| Other values (4) | 5748 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26041 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4317 | |
| t | 2903 | |
| a | 2880 | |
| L | 1466 | 5.6% |
| i | 1466 | 5.6% |
| g | 1466 | 5.6% |
| h | 1466 | 5.6% |
| H | 1443 | 5.5% |
| v | 1443 | 5.5% |
| y | 1443 | 5.5% |
| Other values (4) | 5748 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26041 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4317 | |
| t | 2903 | |
| a | 2880 | |
| L | 1466 | 5.6% |
| i | 1466 | 5.6% |
| g | 1466 | 5.6% |
| h | 1466 | 5.6% |
| H | 1443 | 5.5% |
| v | 1443 | 5.5% |
| y | 1443 | 5.5% |
| Other values (4) | 5748 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26041 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4317 | |
| t | 2903 | |
| a | 2880 | |
| L | 1466 | 5.6% |
| i | 1466 | 5.6% |
| g | 1466 | 5.6% |
| h | 1466 | 5.6% |
| H | 1443 | 5.5% |
| v | 1443 | 5.5% |
| y | 1443 | 5.5% |
| Other values (4) | 5748 |
Incident_description
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 300.5 KiB |
| Rear-ended car | |
|---|---|
| Pedestrian hit | |
| Scratched car | |
| Hit by a truck | |
| Stolen vehicle |
Length
| Max length | 14 |
|---|---|
| Median length | 14 |
| Mean length | 13.801887 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Scratched car |
|---|---|
| 2nd row | Hit by a truck |
| 3rd row | Rear-ended car |
| 4th row | Pedestrian hit |
| 5th row | Pedestrian hit |
Common Values
| Value | Count | Frequency (%) |
| Rear-ended car | 895 | |
| Pedestrian hit | 889 | |
| Scratched car | 861 | |
| Hit by a truck | 855 | |
| Stolen vehicle | 846 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| car | 1756 | |
| hit | 1744 | |
| rear-ended | 895 | |
| pedestrian | 889 | |
| scratched | 861 | |
| by | 855 | |
| a | 855 | |
| truck | 855 | |
| stolen | 846 | |
| vehicle | 846 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7862 | |
| 6056 | ||
| a | 5256 | |
| r | 5256 | |
| t | 5195 | |
| c | 5179 | |
| d | 3540 | 5.9% |
| i | 3479 | 5.8% |
| n | 2630 | 4.4% |
| h | 2596 | 4.3% |
| Other values (13) | 12934 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 59983 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 7862 | |
| 6056 | ||
| a | 5256 | |
| r | 5256 | |
| t | 5195 | |
| c | 5179 | |
| d | 3540 | 5.9% |
| i | 3479 | 5.8% |
| n | 2630 | 4.4% |
| h | 2596 | 4.3% |
| Other values (13) | 12934 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 59983 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 7862 | |
| 6056 | ||
| a | 5256 | |
| r | 5256 | |
| t | 5195 | |
| c | 5179 | |
| d | 3540 | 5.9% |
| i | 3479 | 5.8% |
| n | 2630 | 4.4% |
| h | 2596 | 4.3% |
| Other values (13) | 12934 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 59983 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 7862 | |
| 6056 | ||
| a | 5256 | |
| r | 5256 | |
| t | 5195 | |
| c | 5179 | |
| d | 3540 | 5.9% |
| i | 3479 | 5.8% |
| n | 2630 | 4.4% |
| h | 2596 | 4.3% |
| Other values (13) | 12934 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2176 | |
| False | 2170 |
Cause_of_incident
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1180 | |
| 3 | 1093 | |
| 2 | 1055 | |
| 0 | 1018 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2220 | |
| False | 2126 |
| Value | Count | Frequency (%) |
| False | 2254 | |
| True | 2092 |
| Value | Count | Frequency (%) |
| True | 2183 | |
| False | 2163 |
Comprehensive
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2217 | |
| True | 2129 |
Extent_of_damage
Real number (ℝ)
| Distinct | 4108 |
|---|---|
| Distinct (%) | 94.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29746.894 |
| Minimum | 10006 |
|---|---|
| Maximum | 49998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 10006 |
|---|---|
| 5-th percentile | 11963.5 |
| Q1 | 19692.25 |
| median | 29684.5 |
| Q3 | 39438.5 |
| 95-th percentile | 48024.75 |
| Maximum | 49998 |
| Range | 39992 |
| Interquartile range (IQR) | 19746.25 |
Descriptive statistics
| Standard deviation | 11509.284 |
|---|---|
| Coefficient of variation (CV) | 0.38690707 |
| Kurtosis | -1.176183 |
| Mean | 29746.894 |
| Median Absolute Deviation (MAD) | 9908.5 |
| Skewness | 0.020182686 |
| Sum | 1.2928 × 108 |
| Variance | 1.3246361 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22999 | 3 | 0.1% |
| 30215 | 3 | 0.1% |
| 16732 | 3 | 0.1% |
| 14357 | 3 | 0.1% |
| 26829 | 3 | 0.1% |
| 42007 | 3 | 0.1% |
| 10934 | 3 | 0.1% |
| 23596 | 3 | 0.1% |
| 12384 | 3 | 0.1% |
| 17498 | 2 | < 0.1% |
| Other values (4098) | 4317 |
| Value | Count | Frequency (%) |
| 10006 | 1 | |
| 10014 | 1 | |
| 10036 | 2 | |
| 10040 | 1 | |
| 10044 | 1 | |
| 10049 | 1 | |
| 10051 | 1 | |
| 10064 | 1 | |
| 10067 | 1 | |
| 10070 | 1 |
| Value | Count | Frequency (%) |
| 49998 | 1 | |
| 49994 | 1 | |
| 49965 | 1 | |
| 49925 | 1 | |
| 49918 | 1 | |
| 49908 | 1 | |
| 49905 | 1 | |
| 49903 | 1 | |
| 49896 | 1 | |
| 49894 | 1 |
Repair_estimates
Real number (ℝ)
High correlation  Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.356996 × 10-16 |
| Minimum | -1.4173501 |
|---|---|
| Maximum | 3.3166835 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2515 |
| Negative (%) | 57.9% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.4173501 |
|---|---|
| 5-th percentile | -1.2024627 |
| Q1 | -0.80401444 |
| median | -0.24606611 |
| Q3 | 0.63968069 |
| 95-th percentile | 1.9499049 |
| Maximum | 3.3166835 |
| Range | 4.7340335 |
| Interquartile range (IQR) | 1.4436951 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | 7.3700663 × 1015 |
| Kurtosis | 0.15629946 |
| Mean | 1.356996 × 10-16 |
| Median Absolute Deviation (MAD) | 0.65958023 |
| Skewness | 0.87437456 |
| Sum | 5.3934635 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.311190672 | 1 | < 0.1% |
| 2.946374617 | 1 | < 0.1% |
| -0.7891739754 | 1 | < 0.1% |
| 1.319925484 | 1 | < 0.1% |
| -0.3115124506 | 1 | < 0.1% |
| -0.6751129855 | 1 | < 0.1% |
| -0.6397320629 | 1 | < 0.1% |
| -0.9938247734 | 1 | < 0.1% |
| -0.4333457237 | 1 | < 0.1% |
| -0.9757156452 | 1 | < 0.1% |
| Other values (4336) | 4336 |
| Value | Count | Frequency (%) |
| -1.417350053 | 1 | |
| -1.415172206 | 1 | |
| -1.41140797 | 1 | |
| -1.41076481 | 1 | |
| -1.400360384 | 1 | |
| -1.391853553 | 1 | |
| -1.388896471 | 1 | |
| -1.388321793 | 1 | |
| -1.387394767 | 1 | |
| -1.38334472 | 1 |
| Value | Count | Frequency (%) |
| 3.316683468 | 1 | |
| 3.310155184 | 1 | |
| 3.289462122 | 1 | |
| 3.283590516 | 1 | |
| 3.266312634 | 1 | |
| 3.263470339 | 1 | |
| 3.26299665 | 1 | |
| 3.257333332 | 1 | |
| 3.255275004 | 1 | |
| 3.233958874 | 1 |
Repair_Cost
Real number (ℝ)
High correlation  Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.356996 × 10-16 |
| Minimum | -1.4173501 |
|---|---|
| Maximum | 3.3166835 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2515 |
| Negative (%) | 57.9% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.4173501 |
|---|---|
| 5-th percentile | -1.2024627 |
| Q1 | -0.80401444 |
| median | -0.24606611 |
| Q3 | 0.63968069 |
| 95-th percentile | 1.9499049 |
| Maximum | 3.3166835 |
| Range | 4.7340335 |
| Interquartile range (IQR) | 1.4436951 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | 7.3700663 × 1015 |
| Kurtosis | 0.15629946 |
| Mean | 1.356996 × 10-16 |
| Median Absolute Deviation (MAD) | 0.65958023 |
| Skewness | 0.87437456 |
| Sum | 5.3934635 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.311190672 | 1 | < 0.1% |
| 2.946374617 | 1 | < 0.1% |
| -0.7891739754 | 1 | < 0.1% |
| 1.319925484 | 1 | < 0.1% |
| -0.3115124506 | 1 | < 0.1% |
| -0.6751129855 | 1 | < 0.1% |
| -0.6397320629 | 1 | < 0.1% |
| -0.9938247734 | 1 | < 0.1% |
| -0.4333457237 | 1 | < 0.1% |
| -0.9757156452 | 1 | < 0.1% |
| Other values (4336) | 4336 |
| Value | Count | Frequency (%) |
| -1.417350053 | 1 | |
| -1.415172206 | 1 | |
| -1.41140797 | 1 | |
| -1.41076481 | 1 | |
| -1.400360384 | 1 | |
| -1.391853553 | 1 | |
| -1.388896471 | 1 | |
| -1.388321793 | 1 | |
| -1.387394767 | 1 | |
| -1.38334472 | 1 |
| Value | Count | Frequency (%) |
| 3.316683468 | 1 | |
| 3.310155184 | 1 | |
| 3.289462122 | 1 | |
| 3.283590516 | 1 | |
| 3.266312634 | 1 | |
| 3.263470339 | 1 | |
| 3.26299665 | 1 | |
| 3.257333332 | 1 | |
| 3.255275004 | 1 | |
| 3.233958874 | 1 |
Depreciation
Real number (ℝ)
High correlation  Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.8096098 × 10-18 |
| Minimum | -1.4696983 |
|---|---|
| Maximum | 3.1168323 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2517 |
| Negative (%) | 57.9% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.4696983 |
|---|---|
| 5-th percentile | -1.2429688 |
| Q1 | -0.79474703 |
| median | -0.20991552 |
| Q3 | 0.58729252 |
| 95-th percentile | 2.0353012 |
| Maximum | 3.1168323 |
| Range | 4.5865306 |
| Interquartile range (IQR) | 1.3820396 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | -1.0195258 × 1017 |
| Kurtosis | 0.11339274 |
| Mean | -9.8096098 × 10-18 |
| Median Absolute Deviation (MAD) | 0.6573311 |
| Skewness | 0.85782201 |
| Sum | -5.9063865 × 10-14 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.456685678 | 1 | < 0.1% |
| 0.163153053 | 1 | < 0.1% |
| -0.8177138377 | 1 | < 0.1% |
| -0.6365486896 | 1 | < 0.1% |
| 0.3758640095 | 1 | < 0.1% |
| -0.9016270958 | 1 | < 0.1% |
| 1.238819492 | 1 | < 0.1% |
| 0.2811762854 | 1 | < 0.1% |
| -1.170993857 | 1 | < 0.1% |
| -1.130836407 | 1 | < 0.1% |
| Other values (4336) | 4336 |
| Value | Count | Frequency (%) |
| -1.469698286 | 1 | |
| -1.444256028 | 1 | |
| -1.4434137 | 1 | |
| -1.442747771 | 1 | |
| -1.441386162 | 1 | |
| -1.441040445 | 1 | |
| -1.440579207 | 1 | |
| -1.439913189 | 1 | |
| -1.435487351 | 1 | |
| -1.425647871 | 1 |
| Value | Count | Frequency (%) |
| 3.116832318 | 1 | |
| 3.108664054 | 1 | |
| 3.089246975 | 1 | |
| 3.08812949 | 1 | |
| 3.077162835 | 1 | |
| 3.069611382 | 1 | |
| 3.064844316 | 1 | |
| 3.064269196 | 1 | |
| 3.06244516 | 1 | |
| 3.061466056 | 1 |
Salvage_value
Real number (ℝ)
High correlation  Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.8857659 × 10-17 |
| Minimum | -1.348664 |
|---|---|
| Maximum | 3.005442 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2578 |
| Negative (%) | 59.3% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.348664 |
|---|---|
| 5-th percentile | -1.1696082 |
| Q1 | -0.80478138 |
| median | -0.24865751 |
| Q3 | 0.61514265 |
| 95-th percentile | 2.0740405 |
| Maximum | 3.005442 |
| Range | 4.3541059 |
| Interquartile range (IQR) | 1.419924 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | -1.6992097 × 1016 |
| Kurtosis | 0.058620549 |
| Mean | -5.8857659 × 10-17 |
| Median Absolute Deviation (MAD) | 0.63871273 |
| Skewness | 0.90855296 |
| Sum | -2.5712765 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.076175339 | 1 | < 0.1% |
| 0.312295237 | 1 | < 0.1% |
| -1.069168633 | 1 | < 0.1% |
| 2.265846935 | 1 | < 0.1% |
| 1.487336435 | 1 | < 0.1% |
| 0.31816587 | 1 | < 0.1% |
| -0.8620166998 | 1 | < 0.1% |
| 0.1585132603 | 1 | < 0.1% |
| -1.15290792 | 1 | < 0.1% |
| -0.5948913368 | 1 | < 0.1% |
| Other values (4336) | 4336 |
| Value | Count | Frequency (%) |
| -1.348663974 | 1 | |
| -1.344769729 | 1 | |
| -1.337406488 | 1 | |
| -1.333617285 | 1 | |
| -1.325910843 | 1 | |
| -1.325227122 | 1 | |
| -1.324823826 | 1 | |
| -1.322249499 | 1 | |
| -1.322131786 | 1 | |
| -1.321395325 | 1 |
| Value | Count | Frequency (%) |
| 3.005441973 | 1 | |
| 2.984112946 | 1 | |
| 2.973000547 | 1 | |
| 2.97263624 | 1 | |
| 2.970303902 | 1 | |
| 2.933802683 | 1 | |
| 2.93315884 | 1 | |
| 2.923241939 | 1 | |
| 2.920014895 | 1 | |
| 2.910705291 | 1 |
Parts_replaced
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 293.4 KiB |
| Left fender | |
|---|---|
| Roof panel | |
| Rear bumper | |
| Front left door | |
| Left side mirror |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 12.138748 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Roof panel |
|---|---|
| 2nd row | Left side mirror |
| 3rd row | Rear bumper |
| 4th row | Left fender |
| 5th row | Left fender |
Common Values
| Value | Count | Frequency (%) |
| Left fender | 754 | |
| Roof panel | 745 | |
| Rear bumper | 718 | |
| Front left door | 715 | |
| Left side mirror | 708 | |
| Windshield | 706 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| left | 2177 | |
| fender | 754 | 8.0% |
| roof | 745 | 7.9% |
| panel | 745 | 7.9% |
| rear | 718 | 7.6% |
| bumper | 718 | 7.6% |
| front | 715 | 7.6% |
| door | 715 | 7.6% |
| side | 708 | 7.5% |
| mirror | 708 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 7280 | |
| r | 5744 | |
| 5063 | ||
| o | 4343 | 8.2% |
| f | 3676 | 7.0% |
| d | 3589 | 6.8% |
| n | 2920 | 5.5% |
| t | 2892 | 5.5% |
| i | 2828 | 5.4% |
| l | 2166 | 4.1% |
| Other values (11) | 12254 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52755 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 7280 | |
| r | 5744 | |
| 5063 | ||
| o | 4343 | 8.2% |
| f | 3676 | 7.0% |
| d | 3589 | 6.8% |
| n | 2920 | 5.5% |
| t | 2892 | 5.5% |
| i | 2828 | 5.4% |
| l | 2166 | 4.1% |
| Other values (11) | 12254 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52755 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 7280 | |
| r | 5744 | |
| 5063 | ||
| o | 4343 | 8.2% |
| f | 3676 | 7.0% |
| d | 3589 | 6.8% |
| n | 2920 | 5.5% |
| t | 2892 | 5.5% |
| i | 2828 | 5.4% |
| l | 2166 | 4.1% |
| Other values (11) | 12254 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52755 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 7280 | |
| r | 5744 | |
| 5063 | ||
| o | 4343 | 8.2% |
| f | 3676 | 7.0% |
| d | 3589 | 6.8% |
| n | 2920 | 5.5% |
| t | 2892 | 5.5% |
| i | 2828 | 5.4% |
| l | 2166 | 4.1% |
| Other values (11) | 12254 |
Insurance_settlement_amount
Real number (ℝ)
High correlation 
| Distinct | 4339 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -5.8857659 × 10-17 |
| Minimum | -1.4480838 |
|---|---|
| Maximum | 3.2084247 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2506 |
| Negative (%) | 57.7% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.4480838 |
|---|---|
| 5-th percentile | -1.225628 |
| Q1 | -0.80145226 |
| median | -0.21944186 |
| Q3 | 0.64641988 |
| 95-th percentile | 1.9818354 |
| Maximum | 3.2084247 |
| Range | 4.6565085 |
| Interquartile range (IQR) | 1.4478721 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | -1.6992097 × 1016 |
| Kurtosis | -0.11184735 |
| Mean | -5.8857659 × 10-17 |
| Median Absolute Deviation (MAD) | 0.68661483 |
| Skewness | 0.78877536 |
| Sum | -2.1138646 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7543460536 | 2 | < 0.1% |
| -0.6520312062 | 2 | < 0.1% |
| -0.7908244126 | 2 | < 0.1% |
| 0.7015011297 | 2 | < 0.1% |
| -0.9866646858 | 2 | < 0.1% |
| 0.5666276549 | 2 | < 0.1% |
| -0.7318242852 | 2 | < 0.1% |
| -1.325428855 | 1 | < 0.1% |
| -0.1898227105 | 1 | < 0.1% |
| -0.8563199982 | 1 | < 0.1% |
| Other values (4329) | 4329 |
| Value | Count | Frequency (%) |
| -1.448083791 | 1 | |
| -1.44764146 | 1 | |
| -1.446637709 | 1 | |
| -1.438202801 | 1 | |
| -1.436981287 | 1 | |
| -1.436185092 | 1 | |
| -1.435838032 | 1 | |
| -1.428008776 | 1 | |
| -1.427842052 | 1 | |
| -1.427011831 | 1 |
| Value | Count | Frequency (%) |
| 3.208424712 | 1 | |
| 3.187294908 | 1 | |
| 3.162194335 | 1 | |
| 3.156365776 | 1 | |
| 3.125831338 | 1 | |
| 3.120502953 | 1 | |
| 3.094800129 | 1 | |
| 3.050713356 | 1 | |
| 3.02556855 | 1 | |
| 2.981631488 | 1 |
Repair_duration
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5687989 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8785117 |
|---|---|
| Coefficient of variation (CV) | 0.51689992 |
| Kurtosis | -1.2222073 |
| Mean | 5.5687989 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.032218634 |
| Sum | 24202 |
| Variance | 8.2858295 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 459 | |
| 9 | 457 | |
| 10 | 453 | |
| 7 | 433 | |
| 1 | 430 | |
| 8 | 429 | |
| 3 | 427 | |
| 5 | 423 | |
| 4 | 423 | |
| 2 | 412 |
| Value | Count | Frequency (%) |
| 1 | 430 | |
| 2 | 412 | |
| 3 | 427 | |
| 4 | 423 | |
| 5 | 423 | |
| 6 | 459 | |
| 7 | 433 | |
| 8 | 429 | |
| 9 | 457 | |
| 10 | 453 |
| Value | Count | Frequency (%) |
| 10 | 453 | |
| 9 | 457 | |
| 8 | 429 | |
| 7 | 433 | |
| 6 | 459 | |
| 5 | 423 | |
| 4 | 423 | |
| 3 | 427 | |
| 2 | 412 | |
| 1 | 430 |
Driving_License
Text
Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 292.8 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 4346 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | DL8020609543 |
|---|---|
| 2nd row | DL7077290714 |
| 3rd row | DL0670616572 |
| 4th row | DL1103018486 |
| 5th row | DL4565815686 |
| Value | Count | Frequency (%) |
| dl8020609543 | 1 | < 0.1% |
| dl3744485240 | 1 | < 0.1% |
| dl4866458509 | 1 | < 0.1% |
| dl5469750715 | 1 | < 0.1% |
| dl0670616572 | 1 | < 0.1% |
| dl1103018486 | 1 | < 0.1% |
| dl4565815686 | 1 | < 0.1% |
| dl0540514387 | 1 | < 0.1% |
| dl2976563578 | 1 | < 0.1% |
| dl9457306658 | 1 | < 0.1% |
| Other values (4336) | 4336 |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 4403 | |
| 6 | 4390 | |
| 7 | 4387 | |
| 3 | 4380 | |
| 8 | 4349 | |
| D | 4346 | |
| L | 4346 | |
| 1 | 4344 | |
| 4 | 4340 | |
| 0 | 4304 | |
| Other values (2) | 8563 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4403 | |
| 6 | 4390 | |
| 7 | 4387 | |
| 3 | 4380 | |
| 8 | 4349 | |
| D | 4346 | |
| L | 4346 | |
| 1 | 4344 | |
| 4 | 4340 | |
| 0 | 4304 | |
| Other values (2) | 8563 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4403 | |
| 6 | 4390 | |
| 7 | 4387 | |
| 3 | 4380 | |
| 8 | 4349 | |
| D | 4346 | |
| L | 4346 | |
| 1 | 4344 | |
| 4 | 4340 | |
| 0 | 4304 | |
| Other values (2) | 8563 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 4403 | |
| 6 | 4390 | |
| 7 | 4387 | |
| 3 | 4380 | |
| 8 | 4349 | |
| D | 4346 | |
| L | 4346 | |
| 1 | 4344 | |
| 4 | 4340 | |
| 0 | 4304 | |
| Other values (2) | 8563 |
RC_Book
Text
Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 292.8 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 4346 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | RC7497152834 |
|---|---|
| 2nd row | RC9661080351 |
| 3rd row | RC4001294311 |
| 4th row | RC3296984930 |
| 5th row | RC5883571271 |
| Value | Count | Frequency (%) |
| rc7497152834 | 1 | < 0.1% |
| rc4061602024 | 1 | < 0.1% |
| rc9481263277 | 1 | < 0.1% |
| rc9313024839 | 1 | < 0.1% |
| rc4001294311 | 1 | < 0.1% |
| rc3296984930 | 1 | < 0.1% |
| rc5883571271 | 1 | < 0.1% |
| rc4037615510 | 1 | < 0.1% |
| rc7713712301 | 1 | < 0.1% |
| rc7088645582 | 1 | < 0.1% |
| Other values (4336) | 4336 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4479 | |
| 2 | 4436 | |
| 4 | 4402 | |
| 9 | 4391 | |
| 5 | 4373 | |
| R | 4346 | |
| C | 4346 | |
| 8 | 4335 | |
| 6 | 4290 | |
| 1 | 4256 | |
| Other values (2) | 8498 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4479 | |
| 2 | 4436 | |
| 4 | 4402 | |
| 9 | 4391 | |
| 5 | 4373 | |
| R | 4346 | |
| C | 4346 | |
| 8 | 4335 | |
| 6 | 4290 | |
| 1 | 4256 | |
| Other values (2) | 8498 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4479 | |
| 2 | 4436 | |
| 4 | 4402 | |
| 9 | 4391 | |
| 5 | 4373 | |
| R | 4346 | |
| C | 4346 | |
| 8 | 4335 | |
| 6 | 4290 | |
| 1 | 4256 | |
| Other values (2) | 8498 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4479 | |
| 2 | 4436 | |
| 4 | 4402 | |
| 9 | 4391 | |
| 5 | 4373 | |
| R | 4346 | |
| C | 4346 | |
| 8 | 4335 | |
| 6 | 4290 | |
| 1 | 4256 | |
| Other values (2) | 8498 |
Claim_amount
Real number (ℝ)
High correlation 
| Distinct | 4335 |
|---|---|
| Distinct (%) | 99.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2508309 × 10-17 |
| Minimum | -1.461847 |
|---|---|
| Maximum | 3.2101218 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2500 |
| Negative (%) | 57.5% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.461847 |
|---|---|
| 5-th percentile | -1.238291 |
| Q1 | -0.80493016 |
| median | -0.22779828 |
| Q3 | 0.66254566 |
| 95-th percentile | 1.9667393 |
| Maximum | 3.2101218 |
| Range | 4.6719688 |
| Interquartile range (IQR) | 1.4674758 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | 2.3527519 × 1016 |
| Kurtosis | -0.22288962 |
| Mean | 4.2508309 × 10-17 |
| Median Absolute Deviation (MAD) | 0.68856063 |
| Skewness | 0.74867897 |
| Sum | 1.438849 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1.178046434 | 2 | < 0.1% |
| -0.7063579229 | 2 | < 0.1% |
| -1.040913633 | 2 | < 0.1% |
| -1.0076033 | 2 | < 0.1% |
| 1.414190436 | 2 | < 0.1% |
| -0.06743714709 | 2 | < 0.1% |
| 0.9863501636 | 2 | < 0.1% |
| -0.6577292006 | 2 | < 0.1% |
| 1.711765783 | 2 | < 0.1% |
| -0.1484253158 | 2 | < 0.1% |
| Other values (4325) | 4326 |
| Value | Count | Frequency (%) |
| -1.461846953 | 1 | |
| -1.457239062 | 1 | |
| -1.455705269 | 1 | |
| -1.450954093 | 1 | |
| -1.449589637 | 1 | |
| -1.447736711 | 1 | |
| -1.446717439 | 1 | |
| -1.442676171 | 1 | |
| -1.442558939 | 1 | |
| -1.442431937 | 1 |
| Value | Count | Frequency (%) |
| 3.210121803 | 1 | |
| 3.084780644 | 1 | |
| 3.059223944 | 1 | |
| 3.030124214 | 1 | |
| 3.005814738 | 1 | |
| 3.00282205 | 1 | |
| 2.959986571 | 1 | |
| 2.957462814 | 1 | |
| 2.953349905 | 1 | |
| 2.928845041 | 1 |
Deductibles
Real number (ℝ)
High correlation 
| Distinct | 4185 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8857659 × 10-17 |
| Minimum | -1.232624 |
|---|---|
| Maximum | 2.955744 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2652 |
| Negative (%) | 61.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | -1.232624 |
|---|---|
| 5-th percentile | -1.0965646 |
| Q1 | -0.78859487 |
| median | -0.31255027 |
| Q3 | 0.57646032 |
| 95-th percentile | 2.1423625 |
| Maximum | 2.955744 |
| Range | 4.188368 |
| Interquartile range (IQR) | 1.3650552 |
Descriptive statistics
| Standard deviation | 1.0001151 |
|---|---|
| Coefficient of variation (CV) | 1.6992097 × 1016 |
| Kurtosis | 0.22575573 |
| Mean | 5.8857659 × 10-17 |
| Median Absolute Deviation (MAD) | 0.58324563 |
| Skewness | 1.023832 |
| Sum | 2.3925306 × 10-13 |
| Variance | 1.0002301 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -0.8003756306 | 3 | 0.1% |
| -0.8894032375 | 3 | 0.1% |
| -0.9366828459 | 3 | 0.1% |
| 0.2258423592 | 3 | 0.1% |
| -0.6231031917 | 3 | 0.1% |
| -0.6338011163 | 3 | 0.1% |
| -1.094281541 | 3 | 0.1% |
| 0.8344238083 | 2 | < 0.1% |
| 0.4515424765 | 2 | < 0.1% |
| -0.8537608838 | 2 | < 0.1% |
| Other values (4175) | 4319 |
| Value | Count | Frequency (%) |
| -1.232623971 | 1 | |
| -1.231528086 | 1 | |
| -1.230954051 | 1 | |
| -1.224483111 | 1 | |
| -1.224222186 | 1 | |
| -1.223648151 | 1 | |
| -1.223335041 | 1 | |
| -1.223230671 | 1 | |
| -1.221612936 | 1 | |
| -1.220099571 | 1 |
| Value | Count | Frequency (%) |
| 2.955743986 | 1 | |
| 2.951830111 | 1 | |
| 2.951673556 | 1 | |
| 2.945776651 | 1 | |
| 2.943689251 | 1 | |
| 2.942384626 | 1 | |
| 2.940558151 | 1 | |
| 2.934139396 | 1 | |
| 2.923076177 | 1 | |
| 2.921301887 | 1 |
Previous_claims
Real number (ℝ)
Zeros 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4779107 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 742 |
| Zeros (%) | 17.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7111547 |
|---|---|
| Coefficient of variation (CV) | 0.69056351 |
| Kurtosis | -1.273455 |
| Mean | 2.4779107 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.016550199 |
| Sum | 10769 |
| Variance | 2.9280505 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 742 | |
| 1 | 732 | |
| 2 | 726 | |
| 4 | 719 | |
| 5 | 714 | |
| 3 | 713 |
| Value | Count | Frequency (%) |
| 0 | 742 | |
| 1 | 732 | |
| 2 | 726 | |
| 3 | 713 | |
| 4 | 719 | |
| 5 | 714 |
| Value | Count | Frequency (%) |
| 5 | 714 | |
| 4 | 719 | |
| 3 | 713 | |
| 2 | 726 | |
| 1 | 732 | |
| 0 | 742 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1481 | |
| 0 | 1471 | |
| 1 | 1394 |
Disability_status
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2177 | |
| True | 2169 |
Loss_of_wages
Real number (ℝ)
| Distinct | 4112 |
|---|---|
| Distinct (%) | 94.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29916.354 |
| Minimum | 10002 |
|---|---|
| Maximum | 49992 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 10002 |
|---|---|
| 5-th percentile | 12088.25 |
| Q1 | 20139.25 |
| median | 29617 |
| Q3 | 39988.5 |
| 95-th percentile | 48051.75 |
| Maximum | 49992 |
| Range | 39990 |
| Interquartile range (IQR) | 19849.25 |
Descriptive statistics
| Standard deviation | 11514.759 |
|---|---|
| Coefficient of variation (CV) | 0.38489849 |
| Kurtosis | -1.1914904 |
| Mean | 29916.354 |
| Median Absolute Deviation (MAD) | 9868.5 |
| Skewness | 0.032121791 |
| Sum | 1.3001647 × 108 |
| Variance | 1.3258968 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48232 | 3 | 0.1% |
| 47508 | 3 | 0.1% |
| 28385 | 3 | 0.1% |
| 31521 | 3 | 0.1% |
| 42312 | 3 | 0.1% |
| 20022 | 3 | 0.1% |
| 28435 | 3 | 0.1% |
| 26496 | 3 | 0.1% |
| 48283 | 3 | 0.1% |
| 24601 | 3 | 0.1% |
| Other values (4102) | 4316 |
| Value | Count | Frequency (%) |
| 10002 | 1 | |
| 10007 | 1 | |
| 10013 | 1 | |
| 10015 | 1 | |
| 10055 | 1 | |
| 10072 | 1 | |
| 10081 | 1 | |
| 10085 | 1 | |
| 10096 | 1 | |
| 10116 | 1 |
| Value | Count | Frequency (%) |
| 49992 | 1 | |
| 49985 | 1 | |
| 49983 | 1 | |
| 49982 | 2 | |
| 49977 | 1 | |
| 49976 | 1 | |
| 49953 | 1 | |
| 49952 | 1 | |
| 49942 | 1 | |
| 49924 | 1 |
| Value | Count | Frequency (%) |
| False | 2210 | |
| True | 2136 |
Investigation
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.9 KiB |
| Under process | |
|---|---|
| Closed | |
| Pending |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 8.7222734 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Closed |
|---|---|
| 2nd row | Under process |
| 3rd row | Under process |
| 4th row | Pending |
| 5th row | Closed |
Common Values
| Value | Count | Frequency (%) |
| Under process | 1486 | |
| Closed | 1431 | |
| Pending | 1429 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| under | 1486 | |
| process | 1486 | |
| closed | 1431 | |
| pending | 1429 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5832 | |
| s | 4403 | |
| d | 4346 | |
| n | 4344 | |
| r | 2972 | |
| o | 2917 | |
| U | 1486 | 3.9% |
| 1486 | 3.9% | |
| p | 1486 | 3.9% |
| c | 1486 | 3.9% |
| Other values (5) | 7149 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 37907 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 5832 | |
| s | 4403 | |
| d | 4346 | |
| n | 4344 | |
| r | 2972 | |
| o | 2917 | |
| U | 1486 | 3.9% |
| 1486 | 3.9% | |
| p | 1486 | 3.9% |
| c | 1486 | 3.9% |
| Other values (5) | 7149 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 37907 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 5832 | |
| s | 4403 | |
| d | 4346 | |
| n | 4344 | |
| r | 2972 | |
| o | 2917 | |
| U | 1486 | 3.9% |
| 1486 | 3.9% | |
| p | 1486 | 3.9% |
| c | 1486 | 3.9% |
| Other values (5) | 7149 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 37907 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 5832 | |
| s | 4403 | |
| d | 4346 | |
| n | 4344 | |
| r | 2972 | |
| o | 2917 | |
| U | 1486 | 3.9% |
| 1486 | 3.9% | |
| p | 1486 | 3.9% |
| c | 1486 | 3.9% |
| Other values (5) | 7149 |
Regulatory_compliance
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 288.5 KiB |
| Compliant | |
|---|---|
| Non-compliant |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 10.968707 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Compliant |
|---|---|
| 2nd row | Non-compliant |
| 3rd row | Non-compliant |
| 4th row | Compliant |
| 5th row | Compliant |
Common Values
| Value | Count | Frequency (%) |
| Compliant | 2207 | |
| Non-compliant | 2139 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| compliant | 2207 | |
| non-compliant | 2139 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 6485 | |
| n | 6485 | |
| m | 4346 | |
| p | 4346 | |
| l | 4346 | |
| i | 4346 | |
| a | 4346 | |
| t | 4346 | |
| C | 2207 | 4.6% |
| N | 2139 | 4.5% |
| Other values (2) | 4278 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 47670 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 6485 | |
| n | 6485 | |
| m | 4346 | |
| p | 4346 | |
| l | 4346 | |
| i | 4346 | |
| a | 4346 | |
| t | 4346 | |
| C | 2207 | 4.6% |
| N | 2139 | 4.5% |
| Other values (2) | 4278 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 47670 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 6485 | |
| n | 6485 | |
| m | 4346 | |
| p | 4346 | |
| l | 4346 | |
| i | 4346 | |
| a | 4346 | |
| t | 4346 | |
| C | 2207 | 4.6% |
| N | 2139 | 4.5% |
| Other values (2) | 4278 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 47670 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 6485 | |
| n | 6485 | |
| m | 4346 | |
| p | 4346 | |
| l | 4346 | |
| i | 4346 | |
| a | 4346 | |
| t | 4346 | |
| C | 2207 | 4.6% |
| N | 2139 | 4.5% |
| Other values (2) | 4278 |
| Value | Count | Frequency (%) |
| False | 2215 | |
| True | 2131 |
Fraud_detection
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 267.4 KiB |
| Passed | |
|---|---|
| Failed |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Failed |
|---|---|
| 2nd row | Passed |
| 3rd row | Passed |
| 4th row | Failed |
| 5th row | Failed |
Common Values
| Value | Count | Frequency (%) |
| Passed | 2183 | |
| Failed | 2163 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| passed | 2183 | |
| failed | 2163 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 4366 | |
| a | 4346 | |
| e | 4346 | |
| d | 4346 | |
| P | 2183 | |
| F | 2163 | |
| i | 2163 | |
| l | 2163 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26076 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| s | 4366 | |
| a | 4346 | |
| e | 4346 | |
| d | 4346 | |
| P | 2183 | |
| F | 2163 | |
| i | 2163 | |
| l | 2163 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26076 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| s | 4366 | |
| a | 4346 | |
| e | 4346 | |
| d | 4346 | |
| P | 2183 | |
| F | 2163 | |
| i | 2163 | |
| l | 2163 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26076 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| s | 4366 | |
| a | 4346 | |
| e | 4346 | |
| d | 4346 | |
| P | 2183 | |
| F | 2163 | |
| i | 2163 | |
| l | 2163 |
Claims_approval_status
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 275.9 KiB |
| Approved | |
|---|---|
| Rejected |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Approved |
|---|---|
| 2nd row | Rejected |
| 3rd row | Approved |
| 4th row | Approved |
| 5th row | Approved |
Common Values
| Value | Count | Frequency (%) |
| Approved | 2205 | |
| Rejected | 2141 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| approved | 2205 | |
| rejected | 2141 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8628 | |
| p | 4410 | |
| d | 4346 | |
| A | 2205 | 6.3% |
| r | 2205 | 6.3% |
| o | 2205 | 6.3% |
| v | 2205 | 6.3% |
| R | 2141 | 6.2% |
| j | 2141 | 6.2% |
| c | 2141 | 6.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34768 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 8628 | |
| p | 4410 | |
| d | 4346 | |
| A | 2205 | 6.3% |
| r | 2205 | 6.3% |
| o | 2205 | 6.3% |
| v | 2205 | 6.3% |
| R | 2141 | 6.2% |
| j | 2141 | 6.2% |
| c | 2141 | 6.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34768 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 8628 | |
| p | 4410 | |
| d | 4346 | |
| A | 2205 | 6.3% |
| r | 2205 | 6.3% |
| o | 2205 | 6.3% |
| v | 2205 | 6.3% |
| R | 2141 | 6.2% |
| j | 2141 | 6.2% |
| c | 2141 | 6.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34768 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 8628 | |
| p | 4410 | |
| d | 4346 | |
| A | 2205 | 6.3% |
| r | 2205 | 6.3% |
| o | 2205 | 6.3% |
| v | 2205 | 6.3% |
| R | 2141 | 6.2% |
| j | 2141 | 6.2% |
| c | 2141 | 6.2% |
Final_settlement_approval
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 38.2 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2182 | |
| True | 2164 |
Claim_verification
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2205 | |
| 1 | 2141 |
Fraud_detection_approval
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2189 | |
| 1 | 2157 |
Driver_license
Text
Unique 
| Distinct | 4346 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 292.8 KiB |
Length
| Max length | 12 |
|---|---|
| Median length | 12 |
| Mean length | 12 |
| Min length | 12 |
Unique
| Unique | 4346 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | DL1927770604 |
|---|---|
| 2nd row | DL8476940969 |
| 3rd row | DL3072939753 |
| 4th row | DL8035241735 |
| 5th row | DL1710473124 |
| Value | Count | Frequency (%) |
| dl1927770604 | 1 | < 0.1% |
| dl1502527369 | 1 | < 0.1% |
| dl1093031794 | 1 | < 0.1% |
| dl7847987089 | 1 | < 0.1% |
| dl3072939753 | 1 | < 0.1% |
| dl8035241735 | 1 | < 0.1% |
| dl1710473124 | 1 | < 0.1% |
| dl1524982531 | 1 | < 0.1% |
| dl3617075167 | 1 | < 0.1% |
| dl7053579378 | 1 | < 0.1% |
| Other values (4336) | 4336 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 4459 | |
| 7 | 4409 | |
| 2 | 4387 | |
| 0 | 4370 | |
| 1 | 4357 | |
| D | 4346 | |
| L | 4346 | |
| 9 | 4342 | |
| 4 | 4335 | |
| 8 | 4312 | |
| Other values (2) | 8489 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6 | 4459 | |
| 7 | 4409 | |
| 2 | 4387 | |
| 0 | 4370 | |
| 1 | 4357 | |
| D | 4346 | |
| L | 4346 | |
| 9 | 4342 | |
| 4 | 4335 | |
| 8 | 4312 | |
| Other values (2) | 8489 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6 | 4459 | |
| 7 | 4409 | |
| 2 | 4387 | |
| 0 | 4370 | |
| 1 | 4357 | |
| D | 4346 | |
| L | 4346 | |
| 9 | 4342 | |
| 4 | 4335 | |
| 8 | 4312 | |
| Other values (2) | 8489 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 52152 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6 | 4459 | |
| 7 | 4409 | |
| 2 | 4387 | |
| 0 | 4370 | |
| 1 | 4357 | |
| D | 4346 | |
| L | 4346 | |
| 9 | 4342 | |
| 4 | 4335 | |
| 8 | 4312 | |
| Other values (2) | 8489 |
Driver_history
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 1115 | |
| 1 | 1106 | |
| 3 | 1071 | |
| 0 | 1054 |
Driving_experience
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.530143 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.7619951 |
|---|---|
| Coefficient of variation (CV) | 0.5471906 |
| Kurtosis | -1.2004119 |
| Mean | 10.530143 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.012913939 |
| Sum | 45764 |
| Variance | 33.200587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19 | 250 | 5.8% |
| 3 | 234 | 5.4% |
| 6 | 231 | 5.3% |
| 12 | 230 | 5.3% |
| 8 | 230 | 5.3% |
| 17 | 227 | 5.2% |
| 16 | 226 | 5.2% |
| 7 | 221 | 5.1% |
| 2 | 220 | 5.1% |
| 11 | 219 | 5.0% |
| Other values (10) | 2058 |
| Value | Count | Frequency (%) |
| 1 | 217 | |
| 2 | 220 | |
| 3 | 234 | |
| 4 | 197 | |
| 5 | 181 | |
| 6 | 231 | |
| 7 | 221 | |
| 8 | 230 | |
| 9 | 212 | |
| 10 | 216 |
| Value | Count | Frequency (%) |
| 20 | 201 | |
| 19 | 250 | |
| 18 | 197 | |
| 17 | 227 | |
| 16 | 226 | |
| 15 | 211 | |
| 14 | 208 | |
| 13 | 218 | |
| 12 | 230 | |
| 11 | 219 |
Previous_traffic_violations
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 298.2 KiB |
| No violations | |
|---|---|
| 1 parking violation | |
| 1 speeding | |
| 2 accidents |
Length
| Max length | 19 |
|---|---|
| Median length | 13 |
| Mean length | 13.265071 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 parking violation |
|---|---|
| 2nd row | 1 speeding |
| 3rd row | 1 speeding |
| 4th row | 1 parking violation |
| 5th row | 1 parking violation |
Common Values
| Value | Count | Frequency (%) |
| No violations | 1095 | |
| 1 parking violation | 1092 | |
| 1 speeding | 1082 | |
| 2 accidents | 1077 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2174 | |
| no | 1095 | |
| violations | 1095 | |
| parking | 1092 | |
| violation | 1092 | |
| speeding | 1082 | |
| 2 | 1077 | |
| accidents | 1077 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 7625 | |
| o | 5469 | 9.5% |
| 5438 | 9.4% | |
| n | 5438 | 9.4% |
| a | 4356 | 7.6% |
| t | 3264 | 5.7% |
| s | 3254 | 5.6% |
| e | 3241 | 5.6% |
| v | 2187 | 3.8% |
| l | 2187 | 3.8% |
| Other values (9) | 15191 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 57650 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 7625 | |
| o | 5469 | 9.5% |
| 5438 | 9.4% | |
| n | 5438 | 9.4% |
| a | 4356 | 7.6% |
| t | 3264 | 5.7% |
| s | 3254 | 5.6% |
| e | 3241 | 5.6% |
| v | 2187 | 3.8% |
| l | 2187 | 3.8% |
| Other values (9) | 15191 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 57650 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 7625 | |
| o | 5469 | 9.5% |
| 5438 | 9.4% | |
| n | 5438 | 9.4% |
| a | 4356 | 7.6% |
| t | 3264 | 5.7% |
| s | 3254 | 5.6% |
| e | 3241 | 5.6% |
| v | 2187 | 3.8% |
| l | 2187 | 3.8% |
| Other values (9) | 15191 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 57650 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 7625 | |
| o | 5469 | 9.5% |
| 5438 | 9.4% | |
| n | 5438 | 9.4% |
| a | 4356 | 7.6% |
| t | 3264 | 5.7% |
| s | 3254 | 5.6% |
| e | 3241 | 5.6% |
| v | 2187 | 3.8% |
| l | 2187 | 3.8% |
| Other values (9) | 15191 |
| Distinct | 1645 |
|---|---|
| Distinct (%) | 37.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 67.9 KiB |
| Minimum | 2025-03-19 00:00:00 |
|---|---|
| Maximum | 2030-03-18 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Alcohol_drug_test_results
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2177 | |
| 1 | 2169 |
License_class_if_applicable
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 246.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4346 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2202 | |
| 1 | 2144 |
License_Type
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 278.0 KiB |
| Learning | |
|---|---|
| Permanent |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.4970087 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Permanent |
|---|---|
| 2nd row | Learning |
| 3rd row | Learning |
| 4th row | Learning |
| 5th row | Learning |
Common Values
| Value | Count | Frequency (%) |
| Learning | 2186 | |
| Permanent | 2160 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| learning | 2186 | |
| permanent | 2160 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 8692 | |
| e | 6506 | |
| a | 4346 | |
| r | 4346 | |
| L | 2186 | 5.9% |
| i | 2186 | 5.9% |
| g | 2186 | 5.9% |
| P | 2160 | 5.8% |
| m | 2160 | 5.8% |
| t | 2160 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 36928 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 8692 | |
| e | 6506 | |
| a | 4346 | |
| r | 4346 | |
| L | 2186 | 5.9% |
| i | 2186 | 5.9% |
| g | 2186 | 5.9% |
| P | 2160 | 5.8% |
| m | 2160 | 5.8% |
| t | 2160 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 36928 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 8692 | |
| e | 6506 | |
| a | 4346 | |
| r | 4346 | |
| L | 2186 | 5.9% |
| i | 2186 | 5.9% |
| g | 2186 | 5.9% |
| P | 2160 | 5.8% |
| m | 2160 | 5.8% |
| t | 2160 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 36928 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 8692 | |
| e | 6506 | |
| a | 4346 | |
| r | 4346 | |
| L | 2186 | 5.9% |
| i | 2186 | 5.9% |
| g | 2186 | 5.9% |
| P | 2160 | 5.8% |
| m | 2160 | 5.8% |
| t | 2160 | 5.8% |
Number_of_days
Real number (ℝ)
| Distinct | 657 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 363.32812 |
| Minimum | 11 |
|---|---|
| Maximum | 729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 67.9 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 117 |
| Q1 | 258.25 |
| median | 363 |
| Q3 | 471 |
| 95-th percentile | 618 |
| Maximum | 729 |
| Range | 718 |
| Interquartile range (IQR) | 212.75 |
Descriptive statistics
| Standard deviation | 149.57905 |
|---|---|
| Coefficient of variation (CV) | 0.41169137 |
| Kurtosis | -0.59269732 |
| Mean | 363.32812 |
| Median Absolute Deviation (MAD) | 106 |
| Skewness | 0.025418386 |
| Sum | 1579024 |
| Variance | 22373.892 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 415 | 19 | 0.4% |
| 369 | 18 | 0.4% |
| 374 | 18 | 0.4% |
| 312 | 18 | 0.4% |
| 289 | 18 | 0.4% |
| 383 | 17 | 0.4% |
| 390 | 17 | 0.4% |
| 259 | 16 | 0.4% |
| 288 | 16 | 0.4% |
| 428 | 16 | 0.4% |
| Other values (647) | 4173 |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| 21 | 2 | |
| 22 | 1 | < 0.1% |
| 23 | 3 | |
| 26 | 3 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 729 | 1 | < 0.1% |
| 724 | 1 | < 0.1% |
| 717 | 2 | |
| 711 | 1 | < 0.1% |
| 709 | 1 | < 0.1% |
| 708 | 2 | |
| 704 | 4 | |
| 703 | 2 | |
| 702 | 1 | < 0.1% |
| 701 | 1 | < 0.1% |
Interactions
Correlations
| Alcohol_drug_test_results | Cause_of_incident | Claim_amount | Claim_status | Claim_verification | Claimant_age | Claimant_driver_history | Claims_approval_status | Comprehensive | Court_cases | Coverage | Coverage_Add_Ons | Damage_to_property_outside_the_vehicle | Deductibles | Depreciation | Disability_status | Driver_history | Driving_experience | Extent_of_damage | Final_settlement_approval | Fraud_detection | Fraud_detection_approval | Fuel_type | Incident_description | Incident_severity_level | Insurance_coverage_type | Insurance_settlement_amount | Insured_amount | Investigation | Involvement_of_pedestrians_or_animals | License_Type | License_class_if_applicable | Loss_of_wages | Nature_of_incident | Number_of_days | Odometer_reading | Own_Damage | Parts_replaced | Payment_Frequency | Payment_status | Policy_Status | Premium_amount | Previous_claims | Previous_traffic_violations | Red_flags | Regulatory_compliance | Repair_Cost | Repair_duration | Repair_estimates | Salvage_value | Third_Party | Traffic_condition_at_the_time_of_incident | Vehicle_condition | Vehicle_history_accident_repair_history | Vehicle_safety_features | Vehicle_type_sedan_SUV_etc | Vehicle_value_market_value | Weather_conditions_at_the_time_of_the_accident | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Alcohol_drug_test_results | 1.000 | 0.020 | 0.000 | 0.014 | 0.000 | 0.023 | 0.000 | 0.026 | 0.000 | 0.015 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.040 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.026 | 0.018 | 0.013 | 0.000 | 0.031 | 0.000 | 0.011 | 0.000 | 0.000 | 0.042 | 0.000 | 0.022 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.000 |
| Cause_of_incident | 0.020 | 1.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.032 | 0.000 | 0.008 | 0.000 | 0.014 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.031 | 0.030 | 0.000 | 0.015 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.014 | 0.000 | 0.020 | 0.007 | 0.028 | 0.000 | 0.000 | 0.008 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.021 | 0.002 |
| Claim_amount | 0.000 | 0.000 | 1.000 | 0.000 | 0.027 | 0.018 | 0.026 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.057 | 0.763 | 0.487 | 0.000 | 0.000 | -0.001 | 0.002 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.999 | 0.653 | 0.000 | 0.000 | 0.000 | 0.035 | -0.001 | 0.010 | 0.004 | -0.002 | 0.040 | 0.000 | 0.000 | 0.000 | 0.019 | 0.525 | 0.019 | 0.007 | 0.000 | 0.040 | 0.964 | -0.004 | 0.964 | 0.407 | 0.000 | 0.000 | 0.007 | 0.032 | 0.000 | 0.000 | 0.568 | 0.022 |
| Claim_status | 0.014 | 0.007 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.007 | 0.022 | 0.024 | 0.017 | 0.043 | 0.000 | 0.014 | 0.000 | 0.000 | 0.007 | 0.000 | 0.025 | 0.000 | 0.000 | 0.025 | 0.011 | 0.029 | 0.037 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.007 | 0.021 | 0.022 | 0.000 | 0.019 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.023 | 0.009 |
| Claim_verification | 0.000 | 0.000 | 0.027 | 0.000 | 1.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.008 | 0.010 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.004 | 0.000 | 0.039 | 0.000 | 0.032 | 0.000 | 0.044 | 0.015 | 0.000 | 0.023 | 0.000 | 0.050 | 0.000 | 0.000 | 0.000 | 0.015 | 0.015 | 0.017 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.016 | 0.000 | 0.016 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.032 | 0.031 | 0.000 | 0.012 |
| Claimant_age | 0.023 | 0.000 | 0.018 | 0.000 | 0.000 | 1.000 | 0.017 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.043 | 0.016 | 0.005 | 0.000 | 0.015 | -0.004 | 0.013 | 0.000 | 0.000 | 0.032 | 0.000 | 0.026 | 0.037 | 0.036 | 0.018 | 0.015 | 0.000 | 0.007 | 0.000 | 0.000 | -0.001 | 0.014 | -0.001 | -0.045 | 0.000 | 0.000 | 0.006 | 0.000 | 0.026 | 0.019 | -0.011 | 0.036 | 0.017 | 0.029 | 0.019 | 0.003 | 0.019 | -0.003 | 0.027 | 0.024 | 0.012 | 0.010 | 0.020 | 0.013 | 0.017 | 0.023 |
| Claimant_driver_history | 0.000 | 0.032 | 0.026 | 0.000 | 0.000 | 0.017 | 1.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.024 | 0.000 | 0.035 | 0.021 | 0.013 | 0.000 | 0.023 | 0.000 | 0.000 | 0.016 | 0.018 | 0.026 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.014 | 0.018 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.035 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.011 | 0.031 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.011 |
| Claims_approval_status | 0.026 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.007 | 0.013 | 0.013 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.025 | 0.022 | 0.000 | 0.011 | 0.000 | 0.000 | 0.037 | 0.000 | 0.039 | 0.000 | 0.024 | 0.037 | 0.010 | 0.000 | 0.033 | 0.027 | 0.000 | 0.021 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.032 | 0.000 | 0.032 | 0.000 | 0.000 |
| Comprehensive | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 1.000 | 0.000 | 0.020 | 0.028 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.025 | 0.014 | 0.026 | 0.000 | 0.049 | 0.000 | 0.004 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.000 | 0.025 | 0.021 | 0.024 | 0.041 | 0.016 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.007 | 0.000 | 0.000 | 0.000 | 0.025 |
| Court_cases | 0.015 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.019 | 0.010 | 0.000 | 0.000 | 0.027 | 0.000 | 0.003 | 0.000 | 0.000 | 0.020 | 0.000 | 0.014 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.048 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.017 | 0.015 | 0.000 | 0.021 | 0.000 | 0.021 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.008 | 0.000 |
| Coverage | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 1.000 | 0.000 | 0.020 | 0.014 | 0.003 | 0.042 | 0.000 | 0.000 | 0.023 | 0.000 | 0.018 | 0.010 | 0.017 | 0.000 | 0.007 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.020 | 0.005 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.023 | 0.012 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 |
| Coverage_Add_Ons | 0.000 | 0.000 | 0.000 | 0.022 | 0.008 | 0.000 | 0.024 | 0.000 | 0.028 | 0.000 | 0.000 | 1.000 | 0.024 | 0.000 | 0.011 | 0.012 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.028 | 0.020 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.015 | 0.034 | 0.000 | 0.000 | 0.000 | 0.029 | 0.019 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.012 | 0.000 | 0.010 | 0.000 | 0.034 | 0.000 | 0.000 |
| Damage_to_property_outside_the_vehicle | 0.019 | 0.000 | 0.057 | 0.000 | 0.010 | 0.043 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.024 | 1.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.036 | 0.000 | 0.004 | 0.056 | 0.000 | 0.019 | 0.021 | 0.025 | 0.000 | 0.000 | 0.000 | 0.063 | 0.018 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.007 | 0.000 | 0.013 | 0.016 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Deductibles | 0.000 | 0.013 | 0.763 | 0.000 | 0.000 | 0.016 | 0.035 | 0.000 | 0.000 | 0.015 | 0.014 | 0.000 | 0.034 | 1.000 | 0.380 | 0.051 | 0.000 | 0.021 | 0.001 | 0.000 | 0.000 | 0.000 | 0.015 | 0.021 | 0.023 | 0.000 | 0.740 | 0.500 | 0.000 | 0.038 | 0.000 | 0.008 | -0.004 | 0.025 | 0.014 | -0.008 | 0.000 | 0.018 | 0.000 | 0.039 | 0.021 | 0.404 | 0.014 | 0.000 | 0.000 | 0.049 | 0.738 | -0.006 | 0.738 | 0.314 | 0.022 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.432 | 0.017 |
| Depreciation | 0.000 | 0.000 | 0.487 | 0.000 | 0.000 | 0.005 | 0.021 | 0.000 | 0.000 | 0.019 | 0.003 | 0.011 | 0.000 | 0.380 | 1.000 | 0.031 | 0.000 | 0.017 | 0.002 | 0.013 | 0.000 | 0.000 | 0.023 | 0.000 | 0.027 | 0.032 | 0.487 | 0.727 | 0.016 | 0.000 | 0.016 | 0.023 | -0.012 | 0.000 | -0.002 | -0.021 | 0.027 | 0.026 | 0.000 | 0.032 | 0.000 | 0.572 | 0.006 | 0.000 | 0.000 | 0.000 | 0.470 | -0.020 | 0.470 | 0.610 | 0.000 | 0.000 | 0.000 | 0.030 | 0.011 | 0.000 | 0.835 | 0.000 |
| Disability_status | 0.024 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.013 | 0.004 | 0.016 | 0.010 | 0.042 | 0.012 | 0.000 | 0.051 | 0.031 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.054 | 0.029 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Driver_history | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.005 | 0.000 | 0.000 | 0.026 | 0.037 | 0.000 | 0.021 | 0.000 | 0.000 | 0.026 | 0.000 | 0.012 | 0.000 | 0.023 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.010 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.019 | 0.018 | 0.021 | 0.000 | 0.015 | 0.014 | 0.026 | 0.000 | 0.000 |
| Driving_experience | 0.000 | 0.030 | -0.001 | 0.034 | 0.000 | -0.004 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.017 | 0.000 | 0.005 | 1.000 | -0.009 | 0.023 | 0.000 | 0.024 | 0.007 | 0.000 | 0.018 | 0.000 | -0.002 | -0.009 | 0.000 | 0.000 | 0.026 | 0.000 | -0.003 | 0.007 | 0.019 | -0.016 | 0.011 | 0.000 | 0.017 | 0.045 | 0.000 | -0.014 | 0.011 | 0.024 | 0.036 | 0.000 | -0.005 | -0.008 | -0.005 | 0.008 | 0.016 | 0.028 | 0.000 | 0.019 | 0.000 | 0.025 | -0.004 | 0.013 |
| Extent_of_damage | 0.040 | 0.000 | 0.002 | 0.007 | 0.000 | 0.013 | 0.000 | 0.007 | 0.025 | 0.027 | 0.023 | 0.000 | 0.000 | 0.001 | 0.002 | 0.000 | 0.000 | -0.009 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.013 | 0.002 | 0.004 | 0.000 | 0.026 | 0.000 | 0.000 | -0.005 | 0.012 | -0.002 | 0.013 | 0.026 | 0.000 | 0.019 | 0.029 | 0.027 | -0.004 | 0.011 | 0.000 | 0.000 | 0.000 | -0.002 | 0.002 | -0.002 | -0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.017 |
| Final_settlement_approval | 0.000 | 0.015 | 0.027 | 0.022 | 0.000 | 0.000 | 0.000 | 0.013 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.023 | 0.000 | 1.000 | 0.000 | 0.024 | 0.013 | 0.010 | 0.019 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.011 | 0.012 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.014 | 0.031 | 0.008 | 0.006 | 0.029 | 0.006 | 0.030 | 0.031 | 0.000 | 0.019 | 0.000 | 0.000 | 0.025 | 0.037 | 0.000 |
| Fraud_detection | 0.000 | 0.000 | 0.000 | 0.024 | 0.015 | 0.000 | 0.016 | 0.013 | 0.026 | 0.003 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 1.000 | 0.015 | 0.000 | 0.010 | 0.000 | 0.020 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.025 | 0.000 | 0.031 | 0.051 | 0.041 | 0.033 | 0.000 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.028 |
| Fraud_detection_approval | 0.000 | 0.020 | 0.000 | 0.017 | 0.000 | 0.032 | 0.018 | 0.023 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.037 | 0.024 | 0.000 | 0.024 | 0.015 | 1.000 | 0.000 | 0.014 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.036 | 0.000 | 0.000 | 0.000 | 0.020 | 0.006 | 0.015 | 0.000 | 0.016 | 0.045 | 0.005 | 0.045 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.021 |
| Fuel_type | 0.000 | 0.000 | 0.000 | 0.043 | 0.004 | 0.000 | 0.026 | 0.000 | 0.049 | 0.000 | 0.017 | 0.000 | 0.015 | 0.015 | 0.023 | 0.000 | 0.000 | 0.007 | 0.000 | 0.013 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.012 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.009 | 0.000 | 0.009 | 0.000 | 0.000 | 0.026 | 0.020 | 0.000 | 0.012 | 0.029 | 0.003 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.023 | 0.000 | 0.000 | 0.016 |
| Incident_description | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.036 | 0.021 | 0.000 | 0.031 | 0.021 | 0.000 | 0.014 | 0.010 | 0.010 | 0.014 | 0.000 | 1.000 | 0.020 | 0.000 | 0.000 | 0.012 | 0.009 | 0.019 | 0.024 | 0.000 | 0.000 | 0.019 | 0.000 | 0.009 | 0.029 | 0.000 | 0.013 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.008 | 0.010 | 0.036 | 0.021 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 |
| Incident_severity_level | 0.000 | 0.000 | 0.000 | 0.014 | 0.039 | 0.037 | 0.000 | 0.000 | 0.004 | 0.000 | 0.007 | 0.000 | 0.000 | 0.023 | 0.027 | 0.000 | 0.000 | 0.018 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.020 | 1.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.037 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.023 | 0.004 | 0.000 | 0.023 | 0.018 | 0.023 | 0.012 | 0.023 | 0.034 | 0.016 | 0.000 | 0.019 | 0.026 | 0.012 | 0.000 | 0.000 | 0.010 |
| Insurance_coverage_type | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.000 | 0.011 | 0.014 | 0.000 | 0.021 | 0.004 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.013 | 0.000 | 0.020 | 0.011 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.000 | 0.028 | 0.000 | 0.029 | 0.019 | 0.000 | 0.017 | 0.023 | 0.017 | 0.024 | 0.045 | 0.000 | 0.015 | 0.000 | 0.006 | 0.000 | 0.015 | 0.010 |
| Insurance_settlement_amount | 0.000 | 0.000 | 0.999 | 0.000 | 0.032 | 0.018 | 0.020 | 0.011 | 0.000 | 0.018 | 0.007 | 0.000 | 0.056 | 0.740 | 0.487 | 0.000 | 0.026 | -0.002 | 0.002 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.653 | 0.000 | 0.000 | 0.000 | 0.024 | -0.001 | 0.027 | 0.003 | -0.002 | 0.046 | 0.000 | 0.000 | 0.000 | 0.000 | 0.525 | 0.019 | 0.014 | 0.000 | 0.038 | 0.964 | -0.003 | 0.964 | 0.407 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.011 | 0.568 | 0.013 |
| Insured_amount | 0.034 | 0.025 | 0.653 | 0.007 | 0.000 | 0.015 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.500 | 0.727 | 0.000 | 0.000 | -0.009 | 0.004 | 0.000 | 0.000 | 0.000 | 0.021 | 0.012 | 0.017 | 0.000 | 0.653 | 1.000 | 0.024 | 0.000 | 0.000 | 0.000 | -0.005 | 0.000 | -0.002 | -0.017 | 0.030 | 0.011 | 0.022 | 0.019 | 0.033 | 0.776 | 0.011 | 0.000 | 0.000 | 0.000 | 0.630 | -0.004 | 0.630 | 0.610 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.015 | 0.851 | 0.000 |
| Investigation | 0.000 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 | 0.014 | 0.022 | 0.000 | 0.000 | 0.000 | 0.020 | 0.019 | 0.000 | 0.016 | 0.003 | 0.012 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.012 | 0.009 | 0.000 | 0.000 | 0.000 | 0.024 | 1.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.029 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.020 | 0.000 | 0.020 | 0.008 | 0.006 | 0.014 | 0.012 | 0.006 | 0.008 | 0.019 | 0.000 | 0.009 |
| Involvement_of_pedestrians_or_animals | 0.000 | 0.000 | 0.000 | 0.025 | 0.015 | 0.007 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.031 | 0.023 | 0.000 | 0.000 | 0.000 | 1.000 | 0.019 | 0.010 | 0.000 | 0.025 | 0.036 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.038 | 0.037 | 0.038 | 0.000 | 0.000 | 0.005 | 0.000 | 0.013 | 0.000 | 0.000 | 0.028 | 0.042 |
| License_Type | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.016 | 0.000 | 0.023 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.019 | 1.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.031 | 0.029 | 0.000 | 0.024 | 0.020 | 0.051 | 0.016 |
| License_class_if_applicable | 0.010 | 0.000 | 0.035 | 0.000 | 0.023 | 0.000 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.023 | 0.000 | 0.035 | 0.000 | 0.000 | 0.026 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.024 | 0.000 | 0.000 | 0.010 | 0.010 | 1.000 | 0.011 | 0.026 | 0.031 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.003 | 0.047 | 0.030 | 0.047 | 0.031 | 0.000 | 0.000 | 0.000 | 0.020 | 0.005 | 0.003 | 0.005 | 0.004 |
| Loss_of_wages | 0.000 | 0.021 | -0.001 | 0.025 | 0.000 | -0.001 | 0.000 | 0.000 | 0.021 | 0.000 | 0.034 | 0.024 | 0.000 | -0.004 | -0.012 | 0.000 | 0.000 | -0.003 | -0.005 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | -0.001 | -0.005 | 0.000 | 0.000 | 0.000 | 0.011 | 1.000 | 0.000 | 0.013 | -0.003 | 0.000 | 0.000 | 0.014 | 0.000 | 0.018 | -0.008 | -0.023 | 0.000 | 0.011 | 0.018 | -0.000 | -0.031 | -0.000 | -0.024 | 0.000 | 0.000 | 0.000 | 0.034 | 0.006 | 0.024 | -0.009 | 0.025 |
| Nature_of_incident | 0.000 | 0.019 | 0.010 | 0.011 | 0.050 | 0.014 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.007 | 0.012 | 0.012 | 0.031 | 0.000 | 0.000 | 0.019 | 0.005 | 0.000 | 0.027 | 0.000 | 0.029 | 0.025 | 0.000 | 0.026 | 0.000 | 1.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.024 | 0.011 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.025 | 0.000 | 0.023 |
| Number_of_days | 0.015 | 0.000 | 0.004 | 0.029 | 0.000 | -0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.063 | 0.014 | -0.002 | 0.054 | 0.000 | 0.019 | -0.002 | 0.000 | 0.051 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.003 | -0.002 | 0.000 | 0.036 | 0.000 | 0.031 | 0.013 | 0.019 | 1.000 | -0.007 | 0.000 | 0.020 | 0.016 | 0.033 | 0.000 | -0.016 | -0.033 | 0.000 | 0.000 | 0.016 | 0.007 | -0.004 | 0.007 | -0.017 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.017 |
| Odometer_reading | 0.000 | 0.000 | -0.002 | 0.037 | 0.000 | -0.045 | 0.021 | 0.039 | 0.000 | 0.048 | 0.000 | 0.034 | 0.018 | -0.008 | -0.021 | 0.029 | 0.000 | -0.016 | 0.013 | 0.000 | 0.041 | 0.033 | 0.000 | 0.009 | 0.037 | 0.000 | -0.002 | -0.017 | 0.033 | 0.000 | 0.000 | 0.000 | -0.003 | 0.000 | -0.007 | 1.000 | 0.022 | 0.016 | 0.000 | 0.000 | 0.039 | -0.012 | -0.003 | 0.023 | 0.000 | 0.041 | -0.006 | -0.009 | -0.006 | -0.010 | 0.035 | 0.023 | 0.000 | 0.023 | 0.027 | 0.006 | -0.013 | 0.018 |
| Own_Damage | 0.000 | 0.000 | 0.040 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.010 | 0.011 | 0.026 | 0.000 | 0.033 | 0.000 | 0.000 | 0.029 | 0.000 | 0.000 | 0.046 | 0.030 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 1.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Parts_replaced | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.018 | 0.026 | 0.018 | 0.009 | 0.000 | 0.000 | 0.013 | 0.000 | 0.036 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.019 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.016 | 0.000 | 1.000 | 0.012 | 0.000 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.022 | 0.000 |
| Payment_Frequency | 0.026 | 0.000 | 0.000 | 0.000 | 0.015 | 0.006 | 0.035 | 0.037 | 0.038 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.019 | 0.000 | 0.038 | 0.000 | 0.000 | 0.013 | 0.020 | 0.000 | 0.000 | 0.022 | 0.000 | 0.000 | 0.000 | 0.026 | 0.014 | 0.015 | 0.016 | 0.000 | 0.020 | 0.012 | 1.000 | 0.007 | 0.000 | 0.017 | 0.000 | 0.020 | 0.000 | 0.032 | 0.018 | 0.000 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 |
| Payment_status | 0.018 | 0.021 | 0.000 | 0.000 | 0.017 | 0.000 | 0.019 | 0.010 | 0.000 | 0.000 | 0.020 | 0.029 | 0.025 | 0.039 | 0.032 | 0.000 | 0.000 | 0.045 | 0.029 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.012 | 0.000 | 0.019 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.007 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.014 | 0.000 | 0.014 | 0.000 | 0.011 | 0.004 | 0.000 | 0.052 | 0.018 | 0.000 | 0.044 | 0.000 |
| Policy_Status | 0.013 | 0.014 | 0.019 | 0.000 | 0.034 | 0.026 | 0.000 | 0.000 | 0.025 | 0.007 | 0.005 | 0.019 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.022 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.020 | 0.025 | 0.000 | 0.027 | 0.000 | 0.030 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.004 | 0.028 | 0.000 | 0.026 | 0.000 |
| Premium_amount | 0.000 | 0.000 | 0.525 | 0.024 | 0.000 | 0.019 | 0.000 | 0.033 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.404 | 0.572 | 0.000 | 0.000 | -0.014 | -0.004 | 0.000 | 0.000 | 0.020 | 0.000 | 0.000 | 0.023 | 0.028 | 0.525 | 0.776 | 0.000 | 0.000 | 0.000 | 0.034 | -0.008 | 0.024 | -0.016 | -0.012 | 0.033 | 0.013 | 0.017 | 0.000 | 0.000 | 1.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.510 | -0.003 | 0.510 | 0.492 | 0.026 | 0.000 | 0.021 | 0.019 | 0.026 | 0.000 | 0.667 | 0.000 |
| Previous_claims | 0.031 | 0.020 | 0.019 | 0.000 | 0.000 | -0.011 | 0.000 | 0.027 | 0.024 | 0.000 | 0.000 | 0.000 | 0.007 | 0.014 | 0.006 | 0.010 | 0.021 | 0.011 | 0.011 | 0.000 | 0.000 | 0.006 | 0.026 | 0.000 | 0.004 | 0.000 | 0.019 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | -0.023 | 0.011 | -0.033 | -0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.020 | 0.015 | 1.000 | 0.022 | 0.000 | 0.000 | 0.027 | 0.011 | 0.027 | 0.012 | 0.029 | 0.015 | 0.015 | 0.023 | 0.000 | 0.000 | 0.003 | 0.000 |
| Previous_traffic_violations | 0.000 | 0.007 | 0.007 | 0.007 | 0.000 | 0.036 | 0.000 | 0.000 | 0.041 | 0.017 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.024 | 0.000 | 0.014 | 0.041 | 0.015 | 0.020 | 0.000 | 0.000 | 0.029 | 0.014 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.023 | 0.000 | 0.000 | 0.020 | 0.000 | 0.025 | 0.000 | 0.022 | 1.000 | 0.000 | 0.003 | 0.020 | 0.017 | 0.020 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.020 | 0.034 |
| Red_flags | 0.011 | 0.028 | 0.000 | 0.021 | 0.000 | 0.017 | 0.000 | 0.021 | 0.016 | 0.015 | 0.007 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.036 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.019 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.035 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 |
| Regulatory_compliance | 0.000 | 0.000 | 0.040 | 0.022 | 0.006 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.049 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.016 | 0.012 | 0.000 | 0.018 | 0.000 | 0.038 | 0.000 | 0.000 | 0.000 | 0.023 | 0.003 | 0.018 | 0.000 | 0.016 | 0.041 | 0.031 | 0.015 | 0.032 | 0.000 | 0.027 | 0.000 | 0.000 | 0.003 | 0.000 | 1.000 | 0.028 | 0.000 | 0.028 | 0.019 | 0.000 | 0.028 | 0.000 | 0.000 | 0.035 | 0.000 | 0.027 | 0.015 |
| Repair_Cost | 0.000 | 0.000 | 0.964 | 0.000 | 0.016 | 0.019 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.738 | 0.470 | 0.000 | 0.000 | -0.005 | -0.002 | 0.006 | 0.000 | 0.045 | 0.029 | 0.008 | 0.023 | 0.017 | 0.964 | 0.630 | 0.020 | 0.038 | 0.000 | 0.047 | -0.000 | 0.000 | 0.007 | -0.006 | 0.000 | 0.000 | 0.018 | 0.014 | 0.000 | 0.510 | 0.027 | 0.020 | 0.035 | 0.028 | 1.000 | -0.003 | 1.000 | 0.392 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.552 | 0.000 |
| Repair_duration | 0.042 | 0.008 | -0.004 | 0.019 | 0.000 | 0.003 | 0.000 | 0.030 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | -0.006 | -0.020 | 0.000 | 0.019 | -0.008 | 0.002 | 0.029 | 0.000 | 0.005 | 0.003 | 0.000 | 0.012 | 0.023 | -0.003 | -0.004 | 0.000 | 0.037 | 0.017 | 0.030 | -0.031 | 0.000 | -0.004 | -0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | -0.003 | 0.011 | 0.017 | 0.000 | 0.000 | -0.003 | 1.000 | -0.003 | 0.004 | 0.000 | 0.012 | 0.000 | 0.000 | 0.035 | 0.000 | -0.018 | 0.039 |
| Repair_estimates | 0.000 | 0.000 | 0.964 | 0.000 | 0.016 | 0.019 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.738 | 0.470 | 0.000 | 0.000 | -0.005 | -0.002 | 0.006 | 0.000 | 0.045 | 0.029 | 0.008 | 0.023 | 0.017 | 0.964 | 0.630 | 0.020 | 0.038 | 0.000 | 0.047 | -0.000 | 0.000 | 0.007 | -0.006 | 0.000 | 0.000 | 0.018 | 0.014 | 0.000 | 0.510 | 0.027 | 0.020 | 0.035 | 0.028 | 1.000 | -0.003 | 1.000 | 0.392 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.552 | 0.000 |
| Salvage_value | 0.022 | 0.028 | 0.407 | 0.014 | 0.000 | -0.003 | 0.012 | 0.000 | 0.000 | 0.000 | 0.027 | 0.031 | 0.039 | 0.314 | 0.610 | 0.000 | 0.019 | 0.008 | -0.000 | 0.030 | 0.030 | 0.000 | 0.000 | 0.010 | 0.034 | 0.024 | 0.407 | 0.610 | 0.008 | 0.000 | 0.000 | 0.031 | -0.024 | 0.000 | -0.017 | -0.010 | 0.026 | 0.000 | 0.000 | 0.000 | 0.033 | 0.492 | 0.012 | 0.000 | 0.000 | 0.019 | 0.392 | 0.004 | 0.392 | 1.000 | 0.037 | 0.037 | 0.009 | 0.000 | 0.000 | 0.000 | 0.703 | 0.000 |
| Third_Party | 0.007 | 0.000 | 0.000 | 0.000 | 0.012 | 0.027 | 0.011 | 0.010 | 0.000 | 0.012 | 0.023 | 0.000 | 0.000 | 0.022 | 0.000 | 0.010 | 0.018 | 0.016 | 0.000 | 0.031 | 0.000 | 0.004 | 0.000 | 0.036 | 0.016 | 0.045 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.018 | 0.000 | 0.011 | 0.000 | 0.026 | 0.029 | 0.000 | 0.000 | 0.000 | 0.020 | 0.000 | 0.020 | 0.037 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Traffic_condition_at_the_time_of_incident | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.031 | 0.000 | 0.000 | 0.000 | 0.012 | 0.012 | 0.000 | 0.000 | 0.000 | 0.009 | 0.021 | 0.028 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.005 | 0.031 | 0.000 | 0.000 | 0.000 | 0.003 | 0.023 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.015 | 0.000 | 0.000 | 0.028 | 0.000 | 0.012 | 0.000 | 0.037 | 0.000 | 1.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.031 | 0.000 |
| Vehicle_condition | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.012 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.012 | 0.000 | 0.000 | 0.000 | 0.019 | 0.015 | 0.000 | 0.000 | 0.012 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.015 | 0.006 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.013 | 1.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.000 |
| Vehicle_history_accident_repair_history | 0.000 | 0.033 | 0.032 | 0.000 | 0.000 | 0.010 | 0.000 | 0.032 | 0.007 | 0.000 | 0.000 | 0.010 | 0.000 | 0.000 | 0.030 | 0.000 | 0.015 | 0.019 | 0.014 | 0.000 | 0.000 | 0.000 | 0.014 | 0.005 | 0.026 | 0.000 | 0.015 | 0.000 | 0.006 | 0.013 | 0.000 | 0.020 | 0.034 | 0.000 | 0.000 | 0.023 | 0.000 | 0.028 | 0.000 | 0.052 | 0.004 | 0.019 | 0.023 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 1.000 | 0.000 | 0.030 | 0.000 | 0.027 |
| Vehicle_safety_features | 0.000 | 0.000 | 0.000 | 0.027 | 0.032 | 0.020 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.023 | 0.000 | 0.012 | 0.006 | 0.000 | 0.020 | 0.008 | 0.000 | 0.024 | 0.005 | 0.006 | 0.019 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.018 | 0.028 | 0.026 | 0.000 | 0.000 | 0.000 | 0.035 | 0.000 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.022 | 0.000 |
| Vehicle_type_sedan_SUV_etc | 0.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.013 | 0.000 | 0.032 | 0.000 | 0.020 | 0.014 | 0.034 | 0.000 | 0.031 | 0.000 | 0.000 | 0.026 | 0.025 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.015 | 0.019 | 0.000 | 0.020 | 0.003 | 0.024 | 0.025 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.030 | 0.000 | 1.000 | 0.000 | 0.000 |
| Vehicle_value_market_value | 0.054 | 0.021 | 0.568 | 0.023 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.432 | 0.835 | 0.000 | 0.000 | -0.004 | 0.000 | 0.037 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.568 | 0.851 | 0.000 | 0.028 | 0.051 | 0.005 | -0.009 | 0.000 | 0.005 | -0.013 | 0.000 | 0.022 | 0.024 | 0.044 | 0.026 | 0.667 | 0.003 | 0.020 | 0.043 | 0.027 | 0.552 | -0.018 | 0.552 | 0.703 | 0.000 | 0.031 | 0.000 | 0.000 | 0.022 | 0.000 | 1.000 | 0.013 |
| Weather_conditions_at_the_time_of_the_accident | 0.000 | 0.002 | 0.022 | 0.009 | 0.012 | 0.023 | 0.011 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.013 | 0.017 | 0.000 | 0.028 | 0.021 | 0.016 | 0.000 | 0.010 | 0.010 | 0.013 | 0.000 | 0.009 | 0.042 | 0.016 | 0.004 | 0.025 | 0.023 | 0.017 | 0.018 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.015 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.027 | 0.000 | 0.000 | 0.013 | 1.000 |
Missing values
Sample
| Policy_number | Type | Coverage | Coverage_Add_Ons | Policy_Status | Insured_amount | Premium_amount | Issuance_date | Payment_status | Payment_Frequency | Policy_renewal_date | Claimant_age | Claimant_driver_history | Vehicle_condition | Vehicle_value_market_value | Vehicle_type_sedan_SUV_etc | Vehicle_history_accident_repair_history | Fuel_type | Insurance_coverage_type | Odometer_reading | Vehicle_safety_features | Location | Nature_of_incident | Incident_severity_level | Weather_conditions_at_the_time_of_the_accident | Traffic_condition_at_the_time_of_incident | Incident_description | Involvement_of_pedestrians_or_animals | Cause_of_incident | Damage_to_property_outside_the_vehicle | Own_Damage | Third_Party | Comprehensive | Extent_of_damage | Repair_estimates | Repair_Cost | Depreciation | Salvage_value | Parts_replaced | Insurance_settlement_amount | Repair_duration | Driving_License | RC_Book | Claim_amount | Deductibles | Previous_claims | Claim_status | Disability_status | Loss_of_wages | Red_flags | Investigation | Regulatory_compliance | Court_cases | Fraud_detection | Claims_approval_status | Final_settlement_approval | Claim_verification | Fraud_detection_approval | Driver_license | Driver_history | Driving_experience | Previous_traffic_violations | License_expiry_date | Alcohol_drug_test_results | License_class_if_applicable | License_Type | Number_of_days | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | POL91142091 | 0 | 1 | 3 | 2 | 1788284 | 1.958701 | 2025-03-10 | 0 | 3 | 2025-12-20 | 67 | 1 accident | 1 | 3.136915 | 0 | 1 accident | 1 | 0 | 88553 | Airbags, ABS | Lake Michael | 3 | 2 | 1 | Moderate | Scratched car | Yes | 3 | No | True | False | True | 38942 | 2.311191 | 2.311191 | 2.456686 | 2.076175 | Roof panel | 1.909762 | 3 | DL8020609543 | RC7497152834 | 1.901035 | 1.174096 | 1 | 0 | False | 43001 | True | Closed | Compliant | True | Failed | Approved | True | 1 | 1 | DL1927770604 | 1 | 6 | 1 parking violation | 2025-05-25 | 1 | 0 | Permanent | 253 |
| 1 | POL99025488 | 0 | 2 | 2 | 0 | 1268543 | 0.428941 | 2024-07-07 | 1 | 0 | 2025-12-09 | 31 | 2 minor accidents | 0 | 0.780428 | 0 | No accidents | 1 | 1 | 62446 | Airbags, ABS | Atkinsontown | 2 | 0 | 3 | Light | Hit by a truck | No | 1 | Yes | True | False | True | 40537 | 1.149248 | 1.149248 | -0.384861 | 1.173142 | Left side mirror | 2.035108 | 8 | DL7077290714 | RC9661080351 | 1.998966 | 0.821012 | 5 | 1 | True | 42868 | True | Under process | Non-compliant | False | Passed | Rejected | False | 1 | 0 | DL8476940969 | 1 | 1 | 1 speeding | 2027-01-28 | 1 | 1 | Learning | 592 |
| 2 | POL23635842 | 0 | 0 | 3 | 1 | 660740 | -0.633967 | 2024-06-17 | 0 | 4 | 2025-07-27 | 36 | Clean | 0 | -0.728936 | 2 | 1 repair | 0 | 0 | 46778 | Airbags, ABS | Port Vanessa | 3 | 2 | 4 | Light | Rear-ended car | Yes | 0 | No | True | False | True | 20171 | -1.208156 | -1.208156 | -0.564465 | -0.111614 | Rear bumper | -1.226078 | 10 | DL0670616572 | RC4001294311 | -1.229284 | -0.894935 | 2 | 2 | False | 37440 | True | Under process | Non-compliant | True | Passed | Approved | True | 1 | 0 | DL3072939753 | 2 | 15 | 1 speeding | 2029-09-13 | 0 | 0 | Learning | 363 |
| 3 | POL67645878 | 0 | 0 | 2 | 1 | 1073115 | 0.552870 | 2024-06-15 | 0 | 2 | 2026-06-19 | 25 | One speeding ticket | 1 | 0.266306 | 0 | 1 accident | 0 | 1 | 67979 | Airbags, ABS, Parking Sensors | Lake Stephanieville | 4 | 2 | 3 | Moderate | Pedestrian hit | No | 3 | No | True | False | True | 23617 | -1.208769 | -1.208769 | 0.422786 | 1.602588 | Left fender | -1.117979 | 5 | DL1103018486 | RC3296984930 | -1.129294 | -0.950512 | 3 | 1 | True | 23778 | False | Pending | Compliant | False | Failed | Approved | True | 0 | 1 | DL8035241735 | 3 | 11 | 1 parking violation | 2025-05-26 | 0 | 1 | Learning | 360 |
| 4 | POL63547538 | 0 | 1 | 3 | 0 | 592923 | -1.096164 | 2024-08-22 | 1 | 2 | 2026-03-23 | 21 | 2 minor accidents | 1 | -0.804181 | 0 | 1 repair | 1 | 1 | 83610 | Airbags, ABS | New James | 2 | 2 | 2 | Heavy | Pedestrian hit | No | 3 | Yes | False | False | True | 17088 | -1.101964 | -1.101964 | -0.575280 | -0.874440 | Left fender | -1.128830 | 6 | DL4565815686 | RC5883571271 | -1.148253 | -1.087915 | 5 | 0 | True | 32174 | False | Closed | Compliant | False | Failed | Approved | False | 0 | 1 | DL1710473124 | 0 | 11 | 1 parking violation | 2026-09-20 | 0 | 1 | Learning | 312 |
| 5 | POL63652428 | 0 | 1 | 1 | 2 | 410763 | -1.275746 | 2024-10-01 | 1 | 4 | 2026-11-05 | 61 | Clean | 1 | -0.909606 | 0 | 1 accident | 1 | 0 | 65550 | Airbags, ABS, EBD | Shieldsberg | 4 | 1 | 3 | Moderate | Rear-ended car | No | 3 | No | False | True | True | 46695 | -0.773545 | -0.773545 | -0.337210 | -1.041696 | Rear bumper | -0.731824 | 10 | DL0540514387 | RC4037615510 | -0.757035 | -0.907511 | 5 | 2 | False | 14214 | True | Under process | Compliant | True | Passed | Rejected | True | 0 | 0 | DL1524982531 | 1 | 1 | No violations | 2028-02-08 | 1 | 1 | Learning | 222 |
| 6 | POL79963512 | 0 | 1 | 4 | 0 | 1535163 | -0.331698 | 2025-03-09 | 1 | 2 | 2026-10-02 | 32 | One speeding ticket | 0 | 0.844349 | 1 | 1 accident | 0 | 0 | 61735 | Airbags, ABS, EBD | Lake Robert | 1 | 0 | 4 | Moderate | Stolen vehicle | Yes | 3 | No | False | False | False | 15132 | 1.445587 | 1.445587 | 0.458092 | -0.828114 | Left side mirror | 2.670050 | 2 | DL2976563578 | RC7713712301 | 2.708927 | 2.460039 | 2 | 1 | False | 34694 | False | Under process | Non-compliant | True | Failed | Rejected | True | 0 | 0 | DL3617075167 | 1 | 6 | 2 accidents | 2026-09-11 | 1 | 1 | Permanent | 308 |
| 8 | POL95930571 | 0 | 1 | 1 | 0 | 554006 | -0.478901 | 2024-03-18 | 0 | 1 | 2026-10-11 | 69 | 2 minor accidents | 1 | -0.425557 | 2 | 1 accident | 0 | 1 | 37879 | Airbags, ABS, EBD | West Chadstad | 4 | 1 | 4 | Heavy | Stolen vehicle | Yes | 0 | No | True | False | False | 24490 | -0.895410 | -0.895410 | -0.665776 | 0.426528 | Windshield | -0.803826 | 3 | DL9457306658 | RC7088645582 | -0.827599 | -0.934021 | 2 | 0 | True | 18041 | False | Closed | Compliant | True | Failed | Rejected | True | 0 | 1 | DL7053579378 | 1 | 3 | 1 speeding | 2026-03-04 | 0 | 0 | Learning | 216 |
| 9 | POL87847933 | 0 | 2 | 0 | 0 | 788504 | 0.377011 | 2024-06-08 | 1 | 2 | 2026-04-19 | 39 | One speeding ticket | 0 | -0.463872 | 2 | No accidents | 0 | 1 | 89559 | Airbags, ABS, Reverse Sensors | East Benjamin | 0 | 1 | 4 | Light | Hit by a truck | No | 3 | Yes | True | False | True | 25681 | -0.310853 | -0.310853 | -0.056061 | -0.944021 | Front left door | -0.296486 | 1 | DL9018800922 | RC9196612084 | -0.327791 | -0.705660 | 1 | 1 | True | 26021 | True | Under process | Compliant | True | Failed | Rejected | False | 1 | 0 | DL2015263129 | 0 | 20 | No violations | 2025-06-24 | 1 | 1 | Permanent | 493 |
| 11 | POL06590477 | 0 | 1 | 0 | 2 | 999900 | 0.348822 | 2024-08-25 | 0 | 3 | 2027-03-18 | 45 | 2 minor accidents | 0 | 0.421587 | 1 | No accidents | 1 | 1 | 22593 | Airbags, ABS, Parking Sensors | East Laurie | 4 | 1 | 4 | Heavy | Scratched car | No | 0 | Yes | False | True | False | 41270 | -0.598067 | -0.598067 | 0.462846 | -0.813729 | Front left door | -0.614362 | 7 | DL3087333074 | RC1803236725 | -0.621433 | -0.536006 | 4 | 1 | False | 26496 | True | Pending | Non-compliant | True | Passed | Approved | False | 1 | 1 | DL4764869171 | 0 | 19 | 2 accidents | 2028-05-26 | 1 | 0 | Learning | 299 |
| Policy_number | Type | Coverage | Coverage_Add_Ons | Policy_Status | Insured_amount | Premium_amount | Issuance_date | Payment_status | Payment_Frequency | Policy_renewal_date | Claimant_age | Claimant_driver_history | Vehicle_condition | Vehicle_value_market_value | Vehicle_type_sedan_SUV_etc | Vehicle_history_accident_repair_history | Fuel_type | Insurance_coverage_type | Odometer_reading | Vehicle_safety_features | Location | Nature_of_incident | Incident_severity_level | Weather_conditions_at_the_time_of_the_accident | Traffic_condition_at_the_time_of_incident | Incident_description | Involvement_of_pedestrians_or_animals | Cause_of_incident | Damage_to_property_outside_the_vehicle | Own_Damage | Third_Party | Comprehensive | Extent_of_damage | Repair_estimates | Repair_Cost | Depreciation | Salvage_value | Parts_replaced | Insurance_settlement_amount | Repair_duration | Driving_License | RC_Book | Claim_amount | Deductibles | Previous_claims | Claim_status | Disability_status | Loss_of_wages | Red_flags | Investigation | Regulatory_compliance | Court_cases | Fraud_detection | Claims_approval_status | Final_settlement_approval | Claim_verification | Fraud_detection_approval | Driver_license | Driver_history | Driving_experience | Previous_traffic_violations | License_expiry_date | Alcohol_drug_test_results | License_class_if_applicable | License_Type | Number_of_days | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4990 | POL30580600 | 0 | 2 | 1 | 0 | 321411 | -0.841532 | 2024-08-13 | 1 | 4 | 2026-12-20 | 69 | Clean | 0 | -1.059810 | 0 | 1 accident | 0 | 1 | 73876 | Airbags, ABS, Parking Sensors | Chavezstad | 3 | 0 | 2 | Heavy | Pedestrian hit | Yes | 1 | No | True | True | False | 43757 | -0.914285 | -0.914285 | -0.783520 | -0.671982 | Rear bumper | -0.804142 | 6 | DL7426975191 | RC6145910449 | -0.813453 | -0.702477 | 2 | 2 | False | 35500 | False | Under process | Compliant | False | Passed | Rejected | False | 1 | 1 | DL0626557668 | 3 | 15 | 1 speeding | 2029-09-01 | 1 | 1 | Learning | 168 |
| 4991 | POL92093526 | 0 | 0 | 4 | 0 | 832022 | -0.779671 | 2024-10-18 | 1 | 2 | 2025-12-22 | 20 | 2 minor accidents | 1 | -0.119041 | 2 | No accidents | 1 | 0 | 45242 | Airbags, ABS, EBD | Alexandramouth | 3 | 0 | 3 | Light | Scratched car | No | 2 | No | True | True | False | 15028 | 0.754726 | 0.754726 | -0.612807 | -1.003368 | Left side mirror | 0.736799 | 1 | DL2352832899 | RC7609241618 | 0.843997 | 2.224789 | 1 | 1 | False | 47046 | True | Pending | Non-compliant | True | Failed | Rejected | False | 0 | 0 | DL1121148916 | 3 | 18 | 1 speeding | 2026-09-07 | 0 | 0 | Permanent | 281 |
| 4992 | POL39532720 | 0 | 1 | 2 | 2 | 1815048 | 3.070436 | 2025-01-13 | 0 | 4 | 2026-04-24 | 23 | 2 minor accidents | 1 | 1.749753 | 1 | 1 accident | 0 | 1 | 68180 | Airbags, ABS, Reverse Sensors | East Francesport | 4 | 1 | 3 | Light | Stolen vehicle | No | 2 | Yes | False | False | True | 27703 | 0.492677 | 0.492677 | 2.362897 | 0.220863 | Left side mirror | 0.676503 | 9 | DL9994345915 | RC7114552979 | 0.766946 | 1.914810 | 2 | 1 | True | 34179 | True | Closed | Non-compliant | True | Passed | Rejected | False | 0 | 1 | DL3632754162 | 2 | 20 | No violations | 2029-05-08 | 1 | 1 | Learning | 432 |
| 4993 | POL67999350 | 0 | 2 | 0 | 0 | 1777080 | 2.133474 | 2024-05-05 | 0 | 1 | 2027-03-04 | 22 | 1 accident | 1 | 0.477369 | 2 | 1 repair | 1 | 0 | 56236 | Airbags, ABS, EBD | Reynoldsburgh | 1 | 0 | 4 | Heavy | Hit by a truck | Yes | 1 | No | True | False | False | 39367 | 0.200155 | 0.200155 | -0.024949 | 1.122310 | Roof panel | -0.013061 | 1 | DL5557569536 | RC2789413212 | 0.026912 | 0.631581 | 2 | 0 | True | 30476 | False | Under process | Compliant | True | Passed | Approved | False | 0 | 1 | DL9215521935 | 2 | 6 | 1 speeding | 2030-01-23 | 1 | 1 | Permanent | 366 |
| 4994 | POL89996613 | 0 | 0 | 2 | 1 | 1027162 | 0.100552 | 2024-10-29 | 1 | 2 | 2026-04-14 | 67 | One speeding ticket | 0 | 0.459138 | 2 | 1 repair | 0 | 0 | 49033 | Airbags, ABS, Reverse Sensors | New Theresaport | 0 | 1 | 3 | Moderate | Hit by a truck | No | 3 | No | True | False | False | 35445 | 1.740476 | 1.740476 | 0.291816 | -0.390660 | Left side mirror | 1.041745 | 8 | DL6797043882 | RC5561385063 | 1.146376 | 2.393451 | 5 | 0 | False | 29872 | False | Under process | Non-compliant | True | Passed | Approved | False | 1 | 0 | DL6112681274 | 3 | 13 | 1 parking violation | 2026-08-14 | 1 | 0 | Learning | 123 |
| 4995 | POL11409221 | 0 | 2 | 3 | 2 | 337237 | -0.781636 | 2024-10-23 | 1 | 0 | 2026-11-19 | 50 | 2 minor accidents | 0 | -1.442376 | 0 | No accidents | 0 | 1 | 52415 | Airbags, ABS | New Rhondaberg | 0 | 2 | 4 | Moderate | Pedestrian hit | No | 0 | Yes | True | True | True | 45441 | -1.099414 | -1.099414 | -1.317728 | -0.988039 | Left side mirror | -0.939502 | 10 | DL3951843345 | RC4320658495 | -0.966227 | -1.074660 | 4 | 0 | False | 43392 | True | Closed | Compliant | True | Passed | Approved | False | 1 | 1 | DL3169899859 | 3 | 6 | 1 speeding | 2028-02-25 | 0 | 0 | Permanent | 591 |
| 4996 | POL82981679 | 0 | 2 | 2 | 1 | 1879533 | 2.192231 | 2024-05-25 | 1 | 1 | 2026-06-01 | 54 | 2 minor accidents | 0 | 1.552355 | 2 | 1 repair | 1 | 0 | 68690 | Airbags, ABS, Reverse Sensors | Brianstad | 4 | 0 | 1 | Light | Pedestrian hit | No | 3 | Yes | False | False | True | 20760 | 1.819407 | 1.819407 | 2.730523 | 2.813459 | Left side mirror | 1.826726 | 9 | DL0753073487 | RC4679037454 | 1.759955 | 0.186808 | 0 | 1 | True | 44018 | False | Closed | Compliant | False | Failed | Rejected | True | 1 | 1 | DL9459174444 | 2 | 2 | No violations | 2027-11-12 | 1 | 0 | Permanent | 457 |
| 4997 | POL39687151 | 0 | 2 | 4 | 1 | 393402 | -1.030941 | 2024-05-31 | 0 | 1 | 2026-02-18 | 44 | 1 accident | 1 | -1.040919 | 2 | 1 accident | 0 | 1 | 34504 | Airbags, ABS | Hannahstad | 2 | 0 | 4 | Heavy | Stolen vehicle | No | 0 | Yes | True | True | True | 38300 | -1.202576 | -1.202576 | -0.502655 | -0.931232 | Rear bumper | -1.202396 | 8 | DL6471626174 | RC4896238403 | -1.223656 | -1.167967 | 4 | 0 | False | 13581 | False | Closed | Compliant | True | Failed | Rejected | False | 0 | 0 | DL8124353380 | 2 | 2 | 1 speeding | 2030-02-15 | 1 | 0 | Permanent | 273 |
| 4998 | POL47765787 | 0 | 1 | 4 | 2 | 438323 | -0.872048 | 2024-10-07 | 0 | 0 | 2026-07-14 | 52 | 1 accident | 0 | -0.970116 | 2 | 1 accident | 0 | 0 | 82407 | Airbags, ABS, Parking Sensors | Frederickchester | 0 | 2 | 1 | Light | Pedestrian hit | No | 3 | Yes | False | False | True | 33527 | -0.705796 | -0.705796 | -0.666540 | -1.029920 | Left side mirror | -0.923054 | 2 | DL4088810832 | RC3330563246 | -0.910870 | -0.439829 | 3 | 0 | True | 46392 | False | Closed | Compliant | False | Passed | Approved | True | 1 | 0 | DL0364163700 | 0 | 7 | No violations | 2026-11-27 | 0 | 0 | Permanent | 554 |
| 4999 | POL69507199 | 0 | 1 | 4 | 2 | 1703620 | 0.630454 | 2024-05-10 | 0 | 1 | 2026-04-02 | 34 | 2 minor accidents | 1 | 1.630960 | 0 | 1 accident | 0 | 0 | 23831 | Airbags, ABS, Reverse Sensors | Moonville | 4 | 0 | 2 | Heavy | Hit by a truck | No | 0 | No | False | False | True | 16049 | 1.097056 | 1.097056 | 2.766917 | 1.376949 | Rear bumper | 2.064799 | 10 | DL6324791879 | RC4892090650 | 2.008644 | 0.520740 | 0 | 2 | False | 24576 | True | Closed | Compliant | False | Passed | Rejected | True | 1 | 0 | DL7019159225 | 3 | 12 | 1 speeding | 2027-04-08 | 0 | 0 | Learning | 638 |